PGNEXUS_OBseries Sorting and analysing RSEM output
Angel Liang
11/01/2020
Set the running environment
Packages and directories
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## union## Loading required package: infotheoOBseries_sampleandaccessionlists_dir <- "Z:/PGNEXUS_kassem_MSC/Kassem_OB_fastqc/"
OBseries_rsem_results_dir <- "Z:/PGNEXUS_kassem_MSC/Kassem_OB_fastqc/analysis_RSEM/run_2_eRNA/RSEM_quant_results/"
OBseries_R_processing_results_dir <- "Z:/PGNEXUS_kassem_MSC/Kassem_OB_fastqc/analysis_RSEM/run_2_eRNA/R_processing_results/"
OBseries_results_directory_figures <- paste(OBseries_R_processing_results_dir, "figures/", sep="")
if(! dir.exists(OBseries_results_directory_figures) ) {
dir.create(OBseries_results_directory_figures, recursive = TRUE)}read all the RSEM output tables into environment
list_of_replicatenames_OBseries <- read.delim(paste(OBseries_sampleandaccessionlists_dir, "annotated_fastqnames_replicatenumber.txt", sep = ""), stringsAsFactors = FALSE, sep = "\t", header = FALSE, row.names = NULL) %>% array_tree
list_genecounts_OBseries <- purrr::map(.x = list_of_replicatenames_OBseries, .f = ~read.delim(file = paste(OBseries_rsem_results_dir, .x, ".genes.results", sep = ""), sep = "\t", header = TRUE, stringsAsFactors = FALSE, row.names = NULL, na.strings = c("NONE", "NA", "INF", "Inf")))
list_isoformcounts_OBseries <- purrr::map(.x = list_of_replicatenames_OBseries, .f = ~read.delim(file = paste(OBseries_rsem_results_dir, .x, ".isoforms.results", sep = ""), sep = "\t", header = TRUE, stringsAsFactors = FALSE, row.names = NULL, na.strings = c("NONE", "NA", "INF", "Inf")))create lists of each timpoint expression table which will be the mainstay of the rest of the analysis
list_genecounts_OBseries_renamed <- purrr::map2(.x = list_genecounts_OBseries,
.y = list_of_replicatenames_OBseries,
.f = ~setNames(.x, c("ensembl_gene_id",
"ensembl_transcript_id",
paste("length", .y, sep = "_"),
paste("effective_length", .y, sep = "_"),
paste("expected_count", .y, sep = "_"),
paste("TPM", .y, sep = "_"),
paste("FPKM", .y, sep = "_"))) %>% type_convert %>% as_tibble)
list_isoformcounts_OBseries_renamed <- purrr::map2(.x = list_isoformcounts_OBseries,
.y = list_of_replicatenames_OBseries,
.f = ~setNames(.x, c("ensembl_transcript_id",
"ensembl_gene_id",
paste("length", .y, sep = "_"),
paste("effective_length", .y, sep = "_"),
paste("expected_count", .y, sep = "_"),
paste("TPM", .y, sep = "_"),
paste("FPKM", .y, sep = "_"),
paste("PSI", .y, sep = "_"))) %>% type_convert %>% as_tibble)Gene and isoform expression analysis
create wide TPM table
wide_table_of_genecounts_OBseries_expectedcount <- purrr::map(.x = list_genecounts_OBseries_renamed, .f = ~.x[, c(1, 5)]) %>%
purrr::reduce(dplyr::full_join)## Joining, by = "ensembl_gene_id"
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## Joining, by = "ensembl_gene_id"print(head(wide_table_of_genecounts_OBseries_expectedcount))## # A tibble: 6 x 25
## ensembl_gene_id expected_count_~ expected_count_~ expected_count_~
## <chr> <dbl> <dbl> <dbl>
## 1 ENSG00000000003 449 408 507
## 2 ENSG00000000005 0 0 0
## 3 ENSG00000000419 523 428 553
## 4 ENSG00000000457 248 202 269
## 5 ENSG00000000460 176 106 135
## 6 ENSG00000000938 1 1 0
## # ... with 21 more variables: expected_count_BM_MSC_to_OB_12h_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_12h_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_12h_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_24h_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_24h_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_24h_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_3d_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_3d_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_3d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_6d_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_6d_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_6d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_6h_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_6h_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_6h_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_9d_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_9d_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_9d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_ud_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_ud_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_ud_r3 <dbl>wide_table_of_isoformcounts_OBseries_expectedcount <- purrr::map(.x = list_isoformcounts_OBseries_renamed, .f = ~.x[, c(1, 2, 5)]) %>%
purrr::reduce(dplyr::full_join)## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
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## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")print(head(wide_table_of_isoformcounts_OBseries_expectedcount))## # A tibble: 6 x 26
## ensembl_transcr~ ensembl_gene_id expected_count_~ expected_count_~
## <chr> <chr> <dbl> <dbl>
## 1 ENST00000373020 ENSG00000000003 386. 349.
## 2 ENST00000494424 ENSG00000000003 0 0
## 3 ENST00000496771 ENSG00000000003 7.59 9.45
## 4 ENST00000612152 ENSG00000000003 0 0
## 5 ENST00000614008 ENSG00000000003 55.0 49.9
## 6 ENST00000373031 ENSG00000000005 0 0
## # ... with 22 more variables: expected_count_BM_MSC_to_OB_12d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_12h_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_12h_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_12h_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_24h_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_24h_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_24h_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_3d_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_3d_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_3d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_6d_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_6d_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_6d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_6h_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_6h_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_6h_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_9d_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_9d_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_9d_r3 <dbl>,
## # expected_count_BM_MSC_to_OB_ud_r1 <dbl>,
## # expected_count_BM_MSC_to_OB_ud_r2 <dbl>,
## # expected_count_BM_MSC_to_OB_ud_r3 <dbl>wide_table_of_isoformcounts_OBseries_PSI <- purrr::map(.x = list_isoformcounts_OBseries_renamed, .f = ~.x[, c(1, 2, 6)]) %>%
purrr::reduce(dplyr::full_join)## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
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## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
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## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")
## Joining, by = c("ensembl_transcript_id", "ensembl_gene_id")print(head(wide_table_of_isoformcounts_OBseries_PSI))## # A tibble: 6 x 26
## ensembl_transcr~ ensembl_gene_id TPM_BM_MSC_to_O~ TPM_BM_MSC_to_O~
## <chr> <chr> <dbl> <dbl>
## 1 ENST00000373020 ENSG00000000003 10.5 9.04
## 2 ENST00000494424 ENSG00000000003 0 0
## 3 ENST00000496771 ENSG00000000003 0.87 1.03
## 4 ENST00000612152 ENSG00000000003 0 0
## 5 ENST00000614008 ENSG00000000003 7.38 6.41
## 6 ENST00000373031 ENSG00000000005 0 0
## # ... with 22 more variables: TPM_BM_MSC_to_OB_12d_r3 <dbl>,
## # TPM_BM_MSC_to_OB_12h_r1 <dbl>, TPM_BM_MSC_to_OB_12h_r2 <dbl>,
## # TPM_BM_MSC_to_OB_12h_r3 <dbl>, TPM_BM_MSC_to_OB_24h_r1 <dbl>,
## # TPM_BM_MSC_to_OB_24h_r2 <dbl>, TPM_BM_MSC_to_OB_24h_r3 <dbl>,
## # TPM_BM_MSC_to_OB_3d_r1 <dbl>, TPM_BM_MSC_to_OB_3d_r2 <dbl>,
## # TPM_BM_MSC_to_OB_3d_r3 <dbl>, TPM_BM_MSC_to_OB_6d_r1 <dbl>,
## # TPM_BM_MSC_to_OB_6d_r2 <dbl>, TPM_BM_MSC_to_OB_6d_r3 <dbl>,
## # TPM_BM_MSC_to_OB_6h_r1 <dbl>, TPM_BM_MSC_to_OB_6h_r2 <dbl>,
## # TPM_BM_MSC_to_OB_6h_r3 <dbl>, TPM_BM_MSC_to_OB_9d_r1 <dbl>,
## # TPM_BM_MSC_to_OB_9d_r2 <dbl>, TPM_BM_MSC_to_OB_9d_r3 <dbl>,
## # TPM_BM_MSC_to_OB_ud_r1 <dbl>, TPM_BM_MSC_to_OB_ud_r2 <dbl>,
## # TPM_BM_MSC_to_OB_ud_r3 <dbl>edgeR/RUVSeq workflow
create design matrix for use in this workflow
timepoints_OB <- factor(gsub(x = list_of_replicatenames_OBseries %>% unlist, pattern = "(BM_MSC_to_OB_)(.*)_(r[1-3])", replacement = "\\1\\2"), levels = gsub(x = list_of_replicatenames_OBseries %>% unlist, pattern = "(BM_MSC_to_OB_)(.*)_(r[1-3])", replacement = "\\1\\2") %>% unique)
replicates_OB <- factor(gsub(x = list_of_replicatenames_OBseries %>% unlist, pattern = "(BM_MSC_to_OB_)(.*)_(r[1-3])", replacement = "\\3"))
design_matrix <- model.matrix(~ 0 + timepoints_OB + replicates_OB)data triaging and quality control
set environment
set quality check directory and packages
library(RUVSeq)## Loading required package: EDASeqlibrary(Amelia)## Loading required package: Rcpp## ##
## ## Amelia II: Multiple Imputation
## ## (Version 1.7.6, built: 2019-11-24)
## ## Copyright (C) 2005-2020 James Honaker, Gary King and Matthew Blackwell
## ## Refer to http://gking.harvard.edu/amelia/ for more information
## ##OBseries_qualitycheck_results_dir <- paste(OBseries_R_processing_results_dir, "qualitycheck/", sep = "")
if(! dir.exists(OBseries_qualitycheck_results_dir) ) {
dir.create(OBseries_qualitycheck_results_dir, recursive = TRUE)}set functions
# function to transform a numerical array/matrix/tibble into an RLE plot, assuming genes are given on the y-axis and samples/replicates/timepoints are given on the x axis.
transformRLE <- function(input_array) {
input_array <- log10(input_array)
vec_gene_medians <- apply(X = input_array, MARGIN = 1, FUN = function(X) {median(X)})
RLE_array <- apply(X = input_array, MARGIN = 2, FUN = function(X) {X - vec_gene_medians})
return(RLE_array)
}
# transformRLE except if the values were already log transformed beforehand
transformRLEfromlogvalues <- function(input_array) {
vec_gene_medians <- apply(X = input_array, MARGIN = 1, FUN = function(X) {median(X)})
RLE_array <- apply(X = input_array, MARGIN = 2, FUN = function(X) {X - vec_gene_medians})
return(RLE_array)
}
# function to filter out genes(rows) which dont have at least x read counts for every replicate of any one time point
# input_matrix: must input a matrix - columns are replicates and must be grouped by replicate. assumed equal number of replicates. otherwise, we have to use a design matrix approach for more complicated setups
# replicateamount: number of replicates per timepoint
# threshold: the minimum number of counts that ALL timepoints of the same replicates must have in order to pass cutoff.
# no_annotation_cols: the number of annotation columns on the left of the table
filteratleast_x_reads_in_anytimepoint <- function(input_matrix, replicateamount, threshold, no_annotation_cols) {
### FILTERING FOR JUNCTIONS WITH AT LEAST 5 REOBS IN ALL 3 REPLICATES OF EACH TIMEPOINT
# generate column partitioning indices (subset every 3 columns for each timepoint made up of 3 replicates)
a <- seq(from = 1 + no_annotation_cols, to = (input_matrix %>% ncol) - replicateamount + 1, by = replicateamount)
b <- seq(from = replicateamount + no_annotation_cols, to = input_matrix %>% ncol, by = replicateamount)
c <- purrr::map2(a, b, ~.x:.y)
# generate logical tests for each partition each row. does each timepoint have at least 5 junction reads in all replicates?
d <- apply(input_matrix, MARGIN = 1, FUN = function(X) {purrr::map(c, ~all(X[.x] %>% as.numeric >= threshold))})
# logical table to show the junction coordinates which have at least one timepoint which has a sufficient number of mapped read counts.
e <- purrr::map(d, ~any(.x == TRUE))
# filter for juunctions backed by sufficient read counts only
output_matrix <- input_matrix[which(e == TRUE), ]
return(output_matrix)
}
## END filteratleast_x_reads_in_anytimepoint
average_counts_from_triplicate <- function(input_matrix, no_annotation_cols) {
input_matrix <- input_matrix %>% as_tibble
a <- seq(from = 1 + no_annotation_cols, to = (input_matrix %>% ncol) - 3 + 1, by = 3)
b <- seq(from = 3 + no_annotation_cols, to = input_matrix %>% ncol, by = 3)
c <- purrr::map2(a, b, ~.x:.y)
# generate logical tests for each partition each row. does each timepoint have at least 5 junction reads in all replicates?
d <- purrr::map(.x = c, .f = ~input_matrix[, .x])
e <- purrr::map(.x = d, .f = ~apply(.x, 1, FUN = mean) %>% as_tibble %>% setNames(gsub(x = colnames(.x), pattern = "(.*)(_r[1-3])", replacement = "\\1_avg") %>% unique))
f <- purrr::reduce(e, bind_cols) %>% as_tibble
output_matrix <- bind_cols(input_matrix[, 1:no_annotation_cols], f)
return(output_matrix)
}
## END average_counts_from_triplicate
# function to do Benjamini-Hochberg FDR correction for Gene Ontology output tables from GOHyperGall
## takes the output of the GOHyperGall GO enrichment table and over-writes the Padj column with benjamini-corrected values from the Phyper column
## spits out the resulting table with modified single column.
## NOTE: BENJAMINI PVALUES ABOVE 0.05 ARE RENAMED NA
GOHyperGAll_benjamini_correction <- function(raw_GOHyperGAll_table)
{
benjamini_GOHyperGAll_table <- raw_GOHyperGAll_table
benjamini_GOHyperGAll_table <- benjamini_GOHyperGAll_table[benjamini_GOHyperGAll_table$SampleMatch != 0, ]
benjamini_GOHyperGAll_table[, "Padj"] <- p.adjust(p = benjamini_GOHyperGAll_table[, "Phyper"], method = "BH", n = length(benjamini_GOHyperGAll_table[, "Phyper"]))
benjamini_GOHyperGAll_table[benjamini_GOHyperGAll_table$Padj > 0.05, "Padj"] <- NA
return(benjamini_GOHyperGAll_table)
}
# the equivalent for bc3net::enrichment() output table
bc3net_benjamini_correction <- function(raw_bc3net_table)
{
benjamini_bc3net_table <- raw_bc3net_table
benjamini_bc3net_table_processed <- benjamini_bc3net_table[benjamini_bc3net_table$genes != 0, ]
if (nrow(benjamini_bc3net_table_processed) != 0) {
benjamini_bc3net_table_processed[, "padj"] <- p.adjust(p = benjamini_bc3net_table_processed[, "pval"], method = "BH", n = length(benjamini_bc3net_table_processed[, "pval"]))
benjamini_bc3net_table_processed[benjamini_bc3net_table_processed$padj > 0.05, "padj"] <- NA
} else {
benjamini_bc3net_table_processed <- benjamini_bc3net_table
benjamini_bc3net_table_processed[, "padj"] <- NA
}
return(benjamini_bc3net_table_processed)
}
# bc3net::enrichment() does not show captured genes for each family enriched, so we have to add it in. but in doing so, i want to avoid a purrr within a purrrRUV: removal of unwanted variation
define packages, paths and functions
the OB series 6dr2 and 9dr3 samples may have been swapped.
we shall use RUVg (with housekeeping genes only, making no assumptions about the grouping of replicates by timepoint) to see if normalisation in this way improves PCA clustering.
RUVseq workflow
http://bioconductor.org/packages/release/bioc/vignettes/RUVSeq/inst/doc/RUVSeq.pdf
Housekeeping genes: * ACTB ENSG00000075624 * GAPDH ENSG00000111640 * B2M ENSG00000166710 * ef1a1 ENSG00000156508 * HSPCB ENSG00000096384 * rpl7 ENSG00000147604 * rpl13a ENSG00000142541 * PPIA ENSG00000196262 * ubiquitin C ENSG00000150991
library(RUVSeq)
# filter for at least read count of 2 in all 3 replicates of any one time point
OBseries_gene_expectedcount_raw_highpass <- wide_table_of_genecounts_OBseries_expectedcount %>% filteratleast_x_reads_in_anytimepoint(., replicateamount = 3, threshold = 2, no_annotation_cols = 1)
pdf(paste(OBseries_qualitycheck_results_dir, "RLE_boxplot_raw_gene_expectedcount_originalconfig.pdf", sep = ""))
par(mar = c(20, 4.1, 4.1, 2.1))
plotRLE(OBseries_gene_expectedcount_raw_highpass[, 2:ncol(OBseries_gene_expectedcount_raw_highpass)] %>% as.matrix, outline = FALSE, ylim = c(-2, 2), col = timepoints_OB, las = 2, main = "RLE plot of raw expected count")
dev.off()## png
## 2# RUV
# upper quantile normalisation
OBseries_gene_expectedcount_raw_highpass_upperQN <- betweenLaneNormalization(OBseries_gene_expectedcount_raw_highpass[, 2:ncol(OBseries_gene_expectedcount_raw_highpass)] %>% as.matrix, which = "upper")
replicate_rownumbers <- tribble(~rep1, ~rep2, ~rep3,
1, 2, 3,
4, 5, 6,
7, 8, 9,
10, 11, 12,
13, 14, 15,
16, 17, 18,
19, 20, 21,
22, 23, 24) %>% as.matrix
housekeeping_gene_colnumbers <- c(which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000075624"),
which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000111640"),
which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000166710"),
which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000156508"),
which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000096384"),
which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000147604"),
which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000142541"))
# which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000196262"),
# which(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id == "ENSG00000150991"))
## FINDING THE EMPIRICAL CONTROL GENES
## determining the genes with the highest pvalue for RUVg normalisation
## basically running edgeR GLM with the unnormalised (but count filtered) data
dge_raw <- DGEList(counts = OBseries_gene_expectedcount_raw_highpass[, 2:ncol(OBseries_gene_expectedcount_raw_highpass)], genes = OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id, group = timepoints_OB)
dge_raw <- calcNormFactors(dge_raw, method = "upperquartile")
dge_raw <- estimateGLMCommonDisp(dge_raw, design_matrix)
dge_raw <- estimateGLMTagwiseDisp(dge_raw, design_matrix)
fit_QL_raw <- glmQLFit(dge_raw, design_matrix)
#####
assigntwovaluestocolumn <- function(position1, value1, position2, value2, lengthofcolumn) {
column <- rep(0, times = lengthofcolumn)
column[[position1]] <- value1
column[[position2]] <- value2
return(column)
}
#####
contrasts_alltimepoints <- makeContrasts(delete = (timepoints_OB %>% unique %>% .[1]) - (timepoints_OB %>% unique %>% .[2]), levels = design_matrix)
allcomparisons_coordinates <- combn(1:(timepoints_OB %>% unique %>% length), 2) %>% t %>% array_tree %>% purrr::map(.x = ., .f = ~assigntwovaluestocolumn(position1 = .x[[1]], value1 = -1, position2 = .x[[2]], value2 = 1, lengthofcolumn = timepoints_OB %>% unique %>% length)) %>% bind_cols %>% as.matrix %>% rbind(., 0) %>% rbind(., 0)
contrasts_alltimepoints <- cbind(contrasts_alltimepoints, allcomparisons_coordinates)
contrasts_alltimepoints <- contrasts_alltimepoints[, -1]
contrastnames <- combn(1:(timepoints_OB %>% unique %>% length), 2) %>% t %>% array_tree %>% purrr::map(.x = ., .f = ~paste(levels(timepoints_OB)[.x[[2]]], "_minus_", levels(timepoints_OB)[.x[[1]]], sep = ""))
colnames(contrasts_alltimepoints) <- contrastnames
lrt_raw <- glmQLFTest(fit_QL_raw, contrast = contrasts_alltimepoints)
empiricalcontrolgenes <- topTags(lrt_raw, n = OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id %>% length)$table %>% .[.$FDR > 0.9, "genes"]
empiricalcontrolgenes_row_positions <- lapply(empiricalcontrolgenes, FUN = function(x){which(x == OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id)}) %>% unlist
###########
# set k
k.value <- 3
# RUVg
nsYg <- RUVg(OBseries_gene_expectedcount_raw_highpass_upperQN %>% as.matrix, cIdx = empiricalcontrolgenes_row_positions, k = k.value)
OBseries_gene_expectedcount_RUVg <- bind_cols(OBseries_gene_expectedcount_raw_highpass[, 1], nsYg$normalizedCounts %>% as_tibble)
pdf(paste(OBseries_qualitycheck_results_dir, "RLE_boxplot_RUVg_gene_expectedcount_originalconfig_k", k.value, ".pdf", sep = ""))
par(mar = c(20, 4.1, 4.1, 2.1))
plotRLE(OBseries_gene_expectedcount_RUVg[, 2:ncol(OBseries_gene_expectedcount_RUVg)] %>% as.matrix, outline = FALSE, ylim = c(-1.5, 1.5), col = timepoints_OB, las = 2, main = paste("RLE plot of RUVg expected count, k =", k.value), )
dev.off()## png
## 2# RUVs
nsYs <- RUVs(OBseries_gene_expectedcount_raw_highpass_upperQN %>% as.matrix, scIdx = replicate_rownumbers, k = k.value)
OBseries_gene_expectedcount_RUVs <- bind_cols(OBseries_gene_expectedcount_raw_highpass[, 1], nsYs$normalizedCounts %>% as_tibble)
pdf(paste(OBseries_qualitycheck_results_dir, "RLE_boxplot_RUVs_gene_expectedcount_originalconfig_k", k.value, ".pdf", sep = ""))
par(mar = c(20, 4.1, 4.1, 2.1))
plotRLE(OBseries_gene_expectedcount_RUVs[, 2:ncol(OBseries_gene_expectedcount_RUVs)] %>% as.matrix, outline = FALSE, ylim = c(-1.5, 1.5), col = timepoints_OB, las = 2, main = paste("RLE plot of RUVs expected count, k =", k.value), )
dev.off() ## png
## 2# RUVr: normalisation based on residuals
# gotta test with or without upper quantile normalisation first
# meaning dge_raw or dge_upperonly
###
dge_upperonly <- DGEList(counts = OBseries_gene_expectedcount_raw_highpass_upperQN, genes = OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id, group = timepoints_OB)
dge_upperonly <- calcNormFactors(dge_upperonly, method = "upperquartile")
dge_upperonly <- estimateGLMCommonDisp(dge_upperonly, design_matrix)
dge_upperonly <- estimateGLMTagwiseDisp(dge_upperonly, design_matrix)
###
### * * * ###
fit_raw <- glmFit(dge_raw, design_matrix)
residuals_raw <- residuals(fit_raw, type = "deviance")
### ###
fit_upperonly <- glmFit(dge_upperonly, design_matrix)
residuals_upperonly <- residuals(fit_upperonly, type = "deviance")
### * * * ###
# nsYr_raw <- RUVr(OBseries_gene_expectedcount_raw_highpass_upperQN %>% as.matrix, cIdx = 1:length(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id), k = 1, residuals = residuals_raw)
nsYr_upperonly <- RUVr(OBseries_gene_expectedcount_raw_highpass_upperQN %>% as.matrix, cIdx = 1:length(OBseries_gene_expectedcount_raw_highpass$ensembl_gene_id), k = k.value, residuals = residuals_upperonly)
OBseries_gene_expectedcount_RUVr <- bind_cols(OBseries_gene_expectedcount_raw_highpass[, 1], nsYr_upperonly$normalizedCounts %>% as_tibble)
pdf(paste(OBseries_qualitycheck_results_dir, "RLE_boxplot_RUVr_gene_expectedcount_originalconfig_k", k.value, ".pdf", sep = ""))
par(mar = c(20, 4.1, 4.1, 2.1))
plotRLE(OBseries_gene_expectedcount_RUVr[, 2:ncol(OBseries_gene_expectedcount_RUVr)] %>% as.matrix, outline = FALSE, ylim = c(-1.5, 1.5), col = timepoints_OB, las = 2, main = paste("RLE plot of RUVr expected count, k =", k.value), )
dev.off()## png
## 2PCA plot of expected counts
order_of_timepoints_OB <- c("ud", "6h", "12h", "24h", "3d", "6d", "9d", "12d")plot PCA of raw expected counts
# CHECK FOR MISSING VALUES IN THE COMBINED COUNT TABLE. THERE SHOULD BE NONE IF WE ARE TO DO PCA WITHOUT IMPUTATION.
missmap(OBseries_gene_expectedcount_raw_highpass[, 2:ncol(OBseries_gene_expectedcount_raw_highpass)], pdfstub = paste(qualitycheck_results_dir, "heatmap_missingness_gene_expectedcount_raw_originalconfig.pdf", sep = ""))## Warning: Unknown or uninitialised column: 'arguments'.
## Warning: Unknown or uninitialised column: 'arguments'.## Warning: Unknown or uninitialised column: 'imputations'.
# PCA analysis
PCA_gene_expectedcount_raw <- prcomp(OBseries_gene_expectedcount_raw_highpass[, 2:ncol(OBseries_gene_expectedcount_raw_highpass)])
# plot standard deviations
PCA_gene_expectedcount_raw_stdev <- tibble(PC = 1:(PCA_gene_expectedcount_raw[["sdev"]] %>% length), stdev = PCA_gene_expectedcount_raw[["sdev"]])
PCA_gene_expectedcount_raw_variance <- tibble(PC = PCA_gene_expectedcount_raw_stdev$PC, variance = PCA_gene_expectedcount_raw_stdev$stdev ^ 2)
PCA_gene_expectedcount_raw_variance <- add_column(PCA_gene_expectedcount_raw_variance, variance_explained = PCA_gene_expectedcount_raw_variance$variance/sum(PCA_gene_expectedcount_raw_variance$variance) * 100)
ggplot(PCA_gene_expectedcount_raw_variance) +
geom_col(aes(y = variance_explained, x = PC, fill = PC)) +
scale_fill_gradientn(colours = heat.colors(n = (PCA_gene_expectedcount_raw[["sdev"]] %>% length))) +
ggtitle(paste("PCA variance distribution amongst PCs based on raw gene expected counts", sep = "")) +
xlab("PC") +
ylab("Variance explained (%)") +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_raw_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 45, height = 25, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_raw_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 45, height = 25, units = "cm")
# plot loadings
PCA_gene_expectedcount_raw_loadings <- PCA_gene_expectedcount_raw[["rotation"]] %>% as_tibble(rownames = "sample")
PCA_gene_expectedcount_raw_loadings <- add_column(PCA_gene_expectedcount_raw_loadings, timepoint = gsub(x = PCA_gene_expectedcount_raw_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\3\\4"))
PCA_gene_expectedcount_raw_loadings <- add_column(PCA_gene_expectedcount_raw_loadings, replicatenumber = gsub(x = PCA_gene_expectedcount_raw_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\5"))
## ggplot - purrr doesnt work
# y_PC_raw <- c(2:6) %>% array_tree
# x_PC_raw <- c(1:5) %>% array_tree
#
# purrr::map2(.x = x_PC_raw, .y = y_PC_raw, .f = ~(ggplot(PCA_gene_expectedcount_raw_loadings) +
# geom_point(aes(y = PCA_gene_expectedcount_raw_loadings[, paste("PC", .y, sep = "")], x = PCA_gene_expectedcount_raw_loadings[, paste("PC", .x, sep = "")], shape = replicatenumber, color = timepoint, size = 2)) +
# scale_color_brewer(palette = "Spectral") +
# ggtitle(paste("PCA standard deviations based on raw gene expected counts", sep = "")) +
# xlab(paste("PC", .x, " (", PCA_gene_expectedcount_raw_variance[paste(.x) %>% as.numeric, "variance_explained"] %>% signif(3), "%)", sep = "")) +
# ylab(paste("PC", .y, " (", PCA_gene_expectedcount_raw_variance[paste(.y) %>% as.numeric, "variance_explained"] %>% signif(3), "%)", sep = "")) +
# theme_bw() +
# theme(text = element_text(family = "Helvetica")) +
# ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC", .y, "_vs_PC", .x, "_based_on_raw_gene_expectedcount.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
# ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC", .y, "_vs_PC", .x, "_based_on_raw_gene_expectedcount.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")))
#
ggplot(PCA_gene_expectedcount_raw_loadings) +
geom_point(aes(y = PC2, x = PC1, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on raw gene expected counts", sep = "")) +
xlab(paste("PC1 (", PCA_gene_expectedcount_raw_variance[1, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC2 (", PCA_gene_expectedcount_raw_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_raw_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_raw_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_raw_loadings) +
geom_point(aes(y = PC3, x = PC2, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on raw gene expected counts", sep = "")) +
xlab(paste("PC2 (", PCA_gene_expectedcount_raw_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC3 (", PCA_gene_expectedcount_raw_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_raw_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_raw_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_raw_loadings) +
geom_point(aes(y = PC4, x = PC3, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on raw gene expected counts", sep = "")) +
xlab(paste("PC3 (", PCA_gene_expectedcount_raw_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC4 (", PCA_gene_expectedcount_raw_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_raw_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_raw_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_raw_loadings) +
geom_point(aes(y = PC5, x = PC4, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on raw gene expected counts", sep = "")) +
xlab(paste("PC4 (", PCA_gene_expectedcount_raw_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC5 (", PCA_gene_expectedcount_raw_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_raw_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_raw_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_raw_loadings) +
geom_point(aes(y = PC6, x = PC5, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on raw gene expected counts", sep = "")) +
xlab(paste("PC5 (", PCA_gene_expectedcount_raw_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC6 (", PCA_gene_expectedcount_raw_variance[6, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_raw_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_raw_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
plot PCA of expected counts with RUVg treatment
# repeat the PCA plots
# PCA analysis
PCA_gene_expectedcount_RUVg <- prcomp(OBseries_gene_expectedcount_RUVg[, 2:ncol(OBseries_gene_expectedcount_RUVg)])
# plot standard deviations
PCA_gene_expectedcount_RUVg_stdev <- tibble(PC = 1:(PCA_gene_expectedcount_RUVg[["sdev"]] %>% length), stdev = PCA_gene_expectedcount_RUVg[["sdev"]])
PCA_gene_expectedcount_RUVg_variance <- tibble(PC = PCA_gene_expectedcount_RUVg_stdev$PC, variance = PCA_gene_expectedcount_RUVg_stdev$stdev ^ 2)
PCA_gene_expectedcount_RUVg_variance <- add_column(PCA_gene_expectedcount_RUVg_variance, variance_explained = PCA_gene_expectedcount_RUVg_variance$variance/sum(PCA_gene_expectedcount_RUVg_variance$variance) * 100)
ggplot(PCA_gene_expectedcount_RUVg_variance) +
geom_col(aes(y = variance_explained, x = PC, fill = PC)) +
scale_fill_gradientn(colours = heat.colors(n = (PCA_gene_expectedcount_RUVg[["sdev"]] %>% length))) +
ggtitle(paste("PCA variance distribution amongst PCs based on gene expected count with RUVg treament", sep = "")) +
xlab("PC") +
ylab("Variance explained (%)") +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_RUVg_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 45, height = 25, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_RUVg_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 45, height = 25, units = "cm")
# plot loadings
PCA_gene_expectedcount_RUVg_loadings <- PCA_gene_expectedcount_RUVg[["rotation"]] %>% as_tibble(rownames = "sample")
PCA_gene_expectedcount_RUVg_loadings <- add_column(PCA_gene_expectedcount_RUVg_loadings, timepoint = gsub(x = PCA_gene_expectedcount_RUVg_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\3\\4"))
PCA_gene_expectedcount_RUVg_loadings <- add_column(PCA_gene_expectedcount_RUVg_loadings, replicatenumber = gsub(x = PCA_gene_expectedcount_RUVg_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\5"))
ggplot(PCA_gene_expectedcount_RUVg_loadings) +
geom_point(aes(y = PC2, x = PC1, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVg treament", sep = "")) +
xlab(paste("PC1 (", PCA_gene_expectedcount_RUVg_variance[1, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC2 (", PCA_gene_expectedcount_RUVg_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_RUVg_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_RUVg_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVg_loadings) +
geom_point(aes(y = PC3, x = PC2, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVg treament", sep = "")) +
xlab(paste("PC2 (", PCA_gene_expectedcount_RUVg_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC3 (", PCA_gene_expectedcount_RUVg_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_RUVg_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_RUVg_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVg_loadings) +
geom_point(aes(y = PC4, x = PC3, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVg treament", sep = "")) +
xlab(paste("PC3 (", PCA_gene_expectedcount_RUVg_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC4 (", PCA_gene_expectedcount_RUVg_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_RUVg_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_RUVg_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVg_loadings) +
geom_point(aes(y = PC5, x = PC4, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVg treament", sep = "")) +
xlab(paste("PC4 (", PCA_gene_expectedcount_RUVg_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC5 (", PCA_gene_expectedcount_RUVg_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_RUVg_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_RUVg_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVg_loadings) +
geom_point(aes(y = PC6, x = PC5, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVg treament", sep = "")) +
xlab(paste("PC5 (", PCA_gene_expectedcount_RUVg_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC6 (", PCA_gene_expectedcount_RUVg_variance[6, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_RUVg_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_RUVg_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
plot PCA of expected counts with RUVs treatment
# repeat the PCA plots
# PCA analysis
PCA_gene_expectedcount_RUVs <- prcomp(OBseries_gene_expectedcount_RUVs[, 2:ncol(OBseries_gene_expectedcount_RUVs)])
# plot standard deviations
PCA_gene_expectedcount_RUVs_stdev <- tibble(PC = 1:(PCA_gene_expectedcount_RUVs[["sdev"]] %>% length), stdev = PCA_gene_expectedcount_RUVs[["sdev"]])
PCA_gene_expectedcount_RUVs_variance <- tibble(PC = PCA_gene_expectedcount_RUVs_stdev$PC, variance = PCA_gene_expectedcount_RUVs_stdev$stdev ^ 2)
PCA_gene_expectedcount_RUVs_variance <- add_column(PCA_gene_expectedcount_RUVs_variance, variance_explained = PCA_gene_expectedcount_RUVs_variance$variance/sum(PCA_gene_expectedcount_RUVs_variance$variance) * 100)
ggplot(PCA_gene_expectedcount_RUVs_variance) +
geom_col(aes(y = variance_explained, x = PC, fill = PC)) +
scale_fill_gradientn(colours = heat.colors(n = (PCA_gene_expectedcount_RUVs[["sdev"]] %>% length))) +
ggtitle(paste("PCA variance distribution amongst PCs based on gene expected count with RUVs treament", sep = "")) +
xlab("PC") +
ylab("Variance explained (%)") +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_RUVs_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 45, height = 25, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_RUVs_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 45, height = 25, units = "cm")
# plot loadings
PCA_gene_expectedcount_RUVs_loadings <- PCA_gene_expectedcount_RUVs[["rotation"]] %>% as_tibble(rownames = "sample")
PCA_gene_expectedcount_RUVs_loadings <- add_column(PCA_gene_expectedcount_RUVs_loadings, timepoint = gsub(x = PCA_gene_expectedcount_RUVs_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\3\\4"))
PCA_gene_expectedcount_RUVs_loadings <- add_column(PCA_gene_expectedcount_RUVs_loadings, replicatenumber = gsub(x = PCA_gene_expectedcount_RUVs_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\5"))
ggplot(PCA_gene_expectedcount_RUVs_loadings) +
geom_point(aes(y = PC2, x = PC1, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVs treament", sep = "")) +
xlab(paste("PC1 (", PCA_gene_expectedcount_RUVs_variance[1, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC2 (", PCA_gene_expectedcount_RUVs_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_RUVs_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_RUVs_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVs_loadings) +
geom_point(aes(y = PC3, x = PC2, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVs treament", sep = "")) +
xlab(paste("PC2 (", PCA_gene_expectedcount_RUVs_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC3 (", PCA_gene_expectedcount_RUVs_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_RUVs_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_RUVs_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVs_loadings) +
geom_point(aes(y = PC4, x = PC3, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVs treament", sep = "")) +
xlab(paste("PC3 (", PCA_gene_expectedcount_RUVs_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC4 (", PCA_gene_expectedcount_RUVs_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_RUVs_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_RUVs_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVs_loadings) +
geom_point(aes(y = PC5, x = PC4, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVs treament", sep = "")) +
xlab(paste("PC4 (", PCA_gene_expectedcount_RUVs_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC5 (", PCA_gene_expectedcount_RUVs_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_RUVs_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_RUVs_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVs_loadings) +
geom_point(aes(y = PC6, x = PC5, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVs treament", sep = "")) +
xlab(paste("PC5 (", PCA_gene_expectedcount_RUVs_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC6 (", PCA_gene_expectedcount_RUVs_variance[6, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_RUVs_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_RUVs_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
plot PCA of expected counts with RUVr treatment
# repeat the PCA plots
# PCA analysis.
PCA_gene_expectedcount_RUVr <- prcomp(OBseries_gene_expectedcount_RUVr[, 2:ncol(OBseries_gene_expectedcount_RUVr)])
# plot standard deviations
PCA_gene_expectedcount_RUVr_stdev <- tibble(PC = 1:(PCA_gene_expectedcount_RUVr[["sdev"]] %>% length), stdev = PCA_gene_expectedcount_RUVr[["sdev"]])
PCA_gene_expectedcount_RUVr_variance <- tibble(PC = PCA_gene_expectedcount_RUVr_stdev$PC, variance = PCA_gene_expectedcount_RUVr_stdev$stdev ^ 2)
PCA_gene_expectedcount_RUVr_variance <- add_column(PCA_gene_expectedcount_RUVr_variance, variance_explained = PCA_gene_expectedcount_RUVr_variance$variance/sum(PCA_gene_expectedcount_RUVr_variance$variance) * 100)
ggplot(PCA_gene_expectedcount_RUVr_variance) +
geom_col(aes(y = variance_explained, x = PC, fill = PC)) +
scale_fill_gradientn(colours = heat.colors(n = (PCA_gene_expectedcount_RUVr[["sdev"]] %>% length))) +
ggtitle(paste("PCA variance distribution amongst PCs based on gene expected count with RUVr treament", sep = "")) +
xlab("PC") +
ylab("Variance explained (%)") +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_RUVr_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 45, height = 25, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "barplot_PCA_stdevs_based_on_RUVr_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 45, height = 25, units = "cm")
# plot loadings
PCA_gene_expectedcount_RUVr_loadings <- PCA_gene_expectedcount_RUVr[["rotation"]] %>% as_tibble(rownames = "sample")
PCA_gene_expectedcount_RUVr_loadings <- add_column(PCA_gene_expectedcount_RUVr_loadings, timepoint = gsub(x = PCA_gene_expectedcount_RUVr_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\3\\4"))
PCA_gene_expectedcount_RUVr_loadings <- add_column(PCA_gene_expectedcount_RUVr_loadings, replicatenumber = gsub(x = PCA_gene_expectedcount_RUVr_loadings$sample, pattern = "(expected_count_BM_MSC_to_)(.*)_([0-9]{0,2})(d|h|ud)_(r[1-3])(.*)", replacement = "\\5"))
ggplot(PCA_gene_expectedcount_RUVr_loadings) +
geom_point(aes(y = PC2, x = PC1, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVr treament", sep = "")) +
xlab(paste("PC1 (", PCA_gene_expectedcount_RUVr_variance[1, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC2 (", PCA_gene_expectedcount_RUVr_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_RUVr_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC2_vs_PC1_based_on_RUVr_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVr_loadings) +
geom_point(aes(y = PC3, x = PC2, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVr treament", sep = "")) +
xlab(paste("PC2 (", PCA_gene_expectedcount_RUVr_variance[2, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC3 (", PCA_gene_expectedcount_RUVr_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_RUVr_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC3_vs_PC2_based_on_RUVr_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVr_loadings) +
geom_point(aes(y = PC4, x = PC3, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVr treament", sep = "")) +
xlab(paste("PC3 (", PCA_gene_expectedcount_RUVr_variance[3, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC4 (", PCA_gene_expectedcount_RUVr_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_RUVr_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC4_vs_PC3_based_on_RUVr_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVr_loadings) +
geom_point(aes(y = PC5, x = PC4, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVr treament", sep = "")) +
xlab(paste("PC4 (", PCA_gene_expectedcount_RUVr_variance[4, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC5 (", PCA_gene_expectedcount_RUVr_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_RUVr_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC5_vs_PC4_based_on_RUVr_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
ggplot(PCA_gene_expectedcount_RUVr_loadings) +
geom_point(aes(y = PC6, x = PC5, shape = replicatenumber, color = timepoint, size = 2)) +
scale_color_brewer(palette = "Spectral", breaks = order_of_timepoints_OB, limits = order_of_timepoints_OB) +
ggtitle(paste("PCA standard deviations based on gene expected count with RUVr treament", sep = "")) +
xlab(paste("PC5 (", PCA_gene_expectedcount_RUVr_variance[5, "variance_explained"] %>% signif(3), "%)", sep = "")) +
ylab(paste("PC6 (", PCA_gene_expectedcount_RUVr_variance[6, "variance_explained"] %>% signif(3), "%)", sep = "")) +
theme_bw() +
theme(text = element_text(family = "Helvetica")) +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_RUVr_gene_expectedcount_originalconfig.pdf", sep = ""), device = "pdf", dpi = 600, width = 30, height = 30, units = "cm") +
ggsave(filename = paste(OBseries_qualitycheck_results_dir, "PCA_plot_PC6_vs_PC5_based_on_RUVr_gene_expectedcount_originalconfig.svg", sep = ""), device = "svg", dpi = 600, width = 30, height = 30, units = "cm")
Differential Expression Analysis
setup the GLM and exacttests
OBseries_dge_genecounts_clean <- DGEList(counts = OBseries_gene_expectedcount_RUVr[, 2:ncol(OBseries_gene_expectedcount_RUVr)], genes = OBseries_gene_expectedcount_RUVr$ensembl_gene_id, group = timepoints_OB)
OBseries_dge_genecounts_normfactors <- calcNormFactors(OBseries_dge_genecounts_clean, method = "upperquartile")
# estimate dispersion
OBseries_dge_genecounts_disp <- estimateDisp(OBseries_dge_genecounts_normfactors, design_matrix)
pdf(paste(OBseries_qualitycheck_results_dir, "quality.plot_BCV_post.normalisation.pdf", sep = ""))
plotBCV(OBseries_dge_genecounts_disp)
dev.off()## png
## 2either: pairwise exacttest for significant genes
# generate a final wide table of all the pairwise comparison data
no_of_timepoints_OBseries = 1:length(timepoints_OB %>% unique)
timepoint_comparisons_OBseries <- combn(no_of_timepoints_OBseries, 2) %>% t
timepoint_comparison_1_OBseries <- timepoint_comparisons_OBseries[, 1] %>% array_tree
timepoint_comparison_2_OBseries <- timepoint_comparisons_OBseries[, 2] %>% array_tree
# join together all the topTags into one wide table
list_edgeR_pairwise_topTags_OBseries <- purrr::map2(.x = timepoint_comparison_1_OBseries, .y = timepoint_comparison_2_OBseries, .f = ~topTags(exactTest(OBseries_dge_genecounts_disp, pair = c(.x, .y)), n = length(OBseries_gene_expectedcount_RUVr$ensembl_gene_id)))
column_anysig_DEgenes_OBseries <- purrr::map(.x = list_edgeR_pairwise_topTags_OBseries, .f = ~.x$table %>% .[.$FDR <= 0.01 & abs(.$logFC) > 1, "genes"]) %>% purrr::reduce(union) %>% as_tibble %>% setNames("ensembl_gene_id")## Warning: Calling `as_tibble()` on a vector is discouraged, because the behavior is likely to change in the future. Use `tibble::enframe(name = NULL)` instead.
## This warning is displayed once per session.or: GLM test for significant genes
OBseries_dge_genecounts_GLM <- estimateGLMCommonDisp(OBseries_dge_genecounts_normfactors, design_matrix)
OBseries_dge_genecounts_GLM <- estimateGLMTagwiseDisp(OBseries_dge_genecounts_GLM, design_matrix)
# calculate QL fit
OBseries_dge_genecounts_QLFit <- glmQLFit(OBseries_dge_genecounts_GLM, design_matrix)
pdf(paste(OBseries_qualitycheck_results_dir, "quality.plot_QL.fit_post.normalisation.pdf", sep = ""))
plotQLDisp(OBseries_dge_genecounts_QLFit)
dev.off()## png
## 2pdf(paste(OBseries_qualitycheck_results_dir, "quality.plot_logfc.vs.logCPM_post.normalisation.pdf", sep = ""))
plotMD(OBseries_dge_genecounts_QLFit)
dev.off()## png
## 2OBseries_dge_genecounts_LRT <- glmQLFTest(OBseries_dge_genecounts_QLFit, contrast = contrasts_alltimepoints)
tibble_GLM_OBseries <- topTags(OBseries_dge_genecounts_LRT, n = OBseries_gene_expectedcount_RUVr$ensembl_gene_id %>% length)$table %>% as_tibble
logFC_colnums <- grep(x = colnames(tibble_GLM_OBseries), pattern = "logFC")
FDR_colnum <- grep(x = colnames(tibble_GLM_OBseries), pattern = "FDR")
tibble_GLM_OBseries_DEGrownums <- which(apply(tibble_GLM_OBseries, 1, FUN = function(X) {(any(abs(as.numeric(X[logFC_colnums])) > 1)) & (X[FDR_colnum] %>% as.numeric < 0.01)}))
column_GLMsig_DEgenes_OBseries <- tibble_GLM_OBseries[tibble_GLM_OBseries_DEGrownums, "genes"] %>% setNames("ensembl_gene_id")CREATION OF THE LOGCPM TABLE
normalise ALL gene counts based on library and export
logCPM_OBseries_allgenes <- bind_cols(OBseries_gene_expectedcount_RUVr$ensembl_gene_id %>% as_tibble %>% setNames("ensembl_gene_id"), cpm(OBseries_dge_genecounts_normfactors, normalized.lib.sizes = TRUE, log = TRUE, prior.count = 2) %>% as_tibble)
colnames(logCPM_OBseries_allgenes) <- gsub(x = colnames(logCPM_OBseries_allgenes), pattern = "expected_count", replacement = "logCPM")
write.table(x = logCPM_OBseries_allgenes, file = paste(OBseries_R_processing_results_dir, "edgeR_allgenes_logCPM.txt", sep = ""), sep = "\t", row.names = FALSE, quote = FALSE)FILTERING CPM TABLE FOR DEG, FDR AND LOG FOLD CHANGE AND EXPORT
dplyr::anti_join(column_anysig_DEgenes_OBseries, column_GLMsig_DEgenes_OBseries) %>% nrow## Joining, by = "ensembl_gene_id"## [1] 1277dplyr::semi_join(column_anysig_DEgenes_OBseries, column_GLMsig_DEgenes_OBseries) %>% nrow## Joining, by = "ensembl_gene_id"## [1] 7702# purrr::map2(.x = timepoint_comparison_1_OBseries, .y = timepoint_comparison_2_OBseries, .f = ~plotSmear(exactTest(OBseries_dge_genecounts_normfactors, pair = c(.x, .y)), de.tags = rownames(DEGresult$table)[which(DEGresult$table$FDR < 0.05 & abs(DEGresult$table$logFC) > 1.5)]))
# filter the logCPM table by anysig DEGs
logCPM_OBseries_anysig_DEGs <- dplyr::semi_join(logCPM_OBseries_allgenes, column_anysig_DEgenes_OBseries, by = "ensembl_gene_id")
write.table(x = logCPM_OBseries_anysig_DEGs, file = paste(OBseries_R_processing_results_dir, "edgeR_anysig_DEGs_logCPM.txt", sep = ""), sep = "\t", row.names = FALSE, quote = FALSE)
# filter the logCPM table by GLM significant DEGs
logCPM_OBseries_GLM_DEGs <- dplyr::semi_join(logCPM_OBseries_allgenes, column_GLMsig_DEgenes_OBseries, by = "ensembl_gene_id")
write.table(x = logCPM_OBseries_GLM_DEGs, file = paste(OBseries_R_processing_results_dir, "edgeR_GLM_DEGs_logCPM.txt", sep = ""), sep = "\t", row.names = FALSE, quote = FALSE)gene ontology to confirm function
create catdb
# # GOTERM
polyA_RNAseq_GO_background <- getBM(filters = "biotype", values = c("protein_coding", "long_noncoding", "transcribed_processed_gene", "transcribed_unitary_gene", "transcribed_unprocessed_gene", "translated_processed_gene"), attributes = c("external_gene_name", "go_id", "namespace_1003"), mart = ensembl_mart) %>% .[.$namespace_1003 != "",]## Cache foundpolyA_RNAseq_GO_background[, "namespace_1003"] <- as.character(polyA_RNAseq_GO_background[, "namespace_1003"])
write.table(x = polyA_RNAseq_GO_background, file = paste(OBseries_R_processing_results_dir, "polyA_RNAseq_GO_background_GOTERM.txt", sep = ""), quote = FALSE, row.names = FALSE, col.names = FALSE, sep = "\t")
## Create catDB instance (takes a while but needs to be done only once)
# note: you had to save the GO annotation file to disk in the previous steps above
catdb <- makeCATdb(myfile = paste(OBseries_R_processing_results_dir, "polyA_RNAseq_GO_background_GOTERM.txt", sep = ""), lib = NULL, org = "", colno = c(2, 1, 3), idconv = NULL)##
## 'MF_node_gene_list' with gene-to-GO-OFFSPRING associations created.
##
## 'BP_node_gene_list' with gene-to-GO-OFFSPRING associations created.
##
## 'CC_node_gene_list' with gene-to-GO-OFFSPRING associations created.GO analysis
list_of_OBseries_DEGs_hyperGOresult_allGO_tables <- purrr::map(.x = list("MF", "BP", "CC"), .f = ~GOHyperGAll(catdb = catdb, gocat = .x, Nannot = 2, sample = logCPM_OBseries_GLM_DEGs$ensembl_gene_id %>% getBM(filters = "ensembl_gene_id", values = ., attributes = "external_gene_name", mart = ensembl_mart) %>% unique %>% unlist) %>% GOHyperGAll_benjamini_correction)## Cache found
## Cache found
## Cache foundpurrr::map(.x = list_of_OBseries_DEGs_hyperGOresult_allGO_tables, .f = ~print(head(.x, n = 20)))## GOID NodeSize SampleMatch Phyper Padj
## 1596 GO:0005515 12658 4059 1.870009e-28 6.073788e-25
## 1452 GO:0005201 165 116 3.604918e-27 5.854386e-24
## 6030 GO:0043168 2821 1043 6.293914e-20 6.814211e-17
## 1378 GO:0005102 1557 608 7.953139e-17 5.388010e-14
## 1584 GO:0005488 15636 4804 8.294351e-17 5.388010e-14
## 9514 GO:0097367 2257 840 1.094734e-16 5.926161e-14
## 1443 GO:0005178 137 87 2.221089e-16 1.030585e-13
## 5670 GO:0036094 2555 930 1.632913e-15 6.347500e-13
## 8309 GO:0050839 502 232 1.758852e-15 6.347500e-13
## 1650 GO:0008092 985 400 3.616941e-14 1.128264e-11
## 429 GO:0003779 433 202 3.821091e-14 1.128264e-11
## 6029 GO:0043167 6288 2082 1.046142e-13 2.831557e-11
## 31 GO:0000166 2162 784 1.222591e-12 3.054596e-10
## 10841 GO:1901265 2163 784 1.368463e-12 3.174835e-10
## 1598 GO:0005518 69 49 1.546172e-12 3.222216e-10
## 10865 GO:1901681 250 127 1.587299e-12 3.222216e-10
## 8310 GO:0050840 56 42 3.119444e-12 5.959972e-10
## 5943 GO:0042802 1759 649 4.402480e-12 7.944030e-10
## 4694 GO:0032559 1557 582 5.292823e-12 9.047942e-10
## 4167 GO:0030554 1568 585 6.766751e-12 1.098920e-09
## Term Ont
## 1596 protein binding MF
## 1452 extracellular matrix structural constituent MF
## 6030 anion binding MF
## 1378 signaling receptor binding MF
## 1584 binding MF
## 9514 carbohydrate derivative binding MF
## 1443 integrin binding MF
## 5670 small molecule binding MF
## 8309 cell adhesion molecule binding MF
## 1650 cytoskeletal protein binding MF
## 429 actin binding MF
## 6029 ion binding MF
## 31 nucleotide binding MF
## 10841 nucleoside phosphate binding MF
## 1598 collagen binding MF
## 10865 sulfur compound binding MF
## 8310 extracellular matrix binding MF
## 5943 identical protein binding MF
## 4694 adenyl ribonucleotide binding MF
## 4167 adenyl nucleotide binding MF
## SampleKeys
## 1596 MT-ND2 MT-ND3 CACFD1 ADAMTS13 GSTT2B SCG5 SURF1 KCNG1 BYSL C5orf30 MAP2K5 HLA-F ARMCX1 PARD6B MXD1 ARMCX4 WNT3 GREM1 POLD4 TBC1D10C PLIN3 ADAM19 CYFIP2 SLC16A9 LRRC32 WDR86 KDR PKP4 XAF1 KIT LRRC71 ALDH18A1 EMSY CFB SLC41A2 C2 PEAR1 EID3 GFRA1 TXNRD1 DDO SGO1 INSRR ACVR1 SMARCD3 NFYB CRABP2 SAMD14 NES CEBPB HSP90B1 STAB2 TIMM8A IQGAP3 POSTN PARPBP IGF1 PMCH BARD1 LRRC37B NEK3 ALDH4A1 DRAM1 VSIG10L2 HIST3H2A DNAJA3 PDK3 SFRP4 HIST1H3H PPP4R4 HIST1H2BN SHF MYL9 DUOX1 AKAP11 ANKRD33B MOAP1 UBE2L6 GABBR1 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 MCM10 TIPIN KCNIP3 CCND3 HLA-E LDLRAD3 LENG8 KRTAP2-3 ZSCAN16 FLRT1 MACROD1 RPS9 CALR PNCK MINAR1 IL15RA SOX6 SEMA3A NRG2 LAMA2 BAG1 NRM CCNJL RIDA USP37 CCL2 UBR4 UBE2H NCAPD3 DUSP18 SVIL SCIN CCL7 TSKU MSH5 POP1 CDC42EP5 WDSUB1 DIO2 RAB26 CCL8 KLHL23 PGF TAGLN TLR1 PHOSPHO2 CDK6 TLR6 NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 CDH6 TNS1 ARMC2 CCL13 FAM114A1 PCNA AHRR DGLUCY SAMD9L AGER TRIP13 ARL4A CCL26 TYRO3 CLEC3B GEN1 PAG1 PYGB CCDC102B C1QTNF2 NR1D2 MSX2 PPRC1 SMPDL3A H1F0 ROS1 ABCC2 PPP1R9A IGFBPL1 SYN2 KIAA1958 IL17D CCN6 SLC7A11 TIMP4 NEIL1 TNFSF9 MYO19 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 KATNAL2 DNAJC28 PDPN MMP28 CD70 CAND2 EZR FIBIN SPIDR BBOX1 DSP CU639417.1 PLXNA4 TMSB4X RPS6KA5 CDCP1 TAP2 NUP153 PARD3B TRIM16L SSB TNFSF14 ZNF273 PDGFRB PDLIM2 ARHGAP21 KCNS2 TIAM1 EFNA5 PINX1 MDC1 OSBP2 COL11A2 SAXO2 ANKAR BMP6 SHANK2 TXNDC5 IMPA2 HSPA12A LGR4 MUC20 SHTN1 BMPR1B PPP2R3B TUBB CTSB DAB2 DIAPH2 NOTCH4 MGA CNN2 PCOLCE PHYH GPSM3 RORA TRIB3 CDC14B CGNL1 TAX1BP3 NINJ1 EFR3B ALDH3B1 ZNF572 LOXL3 PLEKHA7 PRR5L HELLS DNMBP PTTG1 ANK1 C3 FARSB GATA6 TRPC4 FGF10 PSMB8 HSPA1A HELZ2 CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL PSMB9 ANK3 CDSN TPM1 ANKRD2 CD99 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 VWCE ARID3B MSRB1 SEC61G MLH3 CDK15 SLC7A1 SLIT2 LDLRAD2 JAK3 HSPG2 PCED1A RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 HCN1 MCM3 RMI2 SOCS1 NOLC1 CD44 CDX1 SLC26A6 TENT5A SLCO4A1 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR TSPAN4 CCND1 TBC1D12 OSR2 YWHAQ MORN4 KAZN HOMER2 HOGA1 MAP3K1 NFIL3 RNH1 RNF39 NME5 CELSR3 ELOVL3 TAF5 POC1A TM6SF1 MOSPD3 NACC1 POLA1 CCS MAGEA2 MYO7B USE1 HBEGF STIP1 CCNYL1 CEBPD EPM2A CCDC36 C14orf93 ARVCF CHKA FLRT3 GRAMD1A TCIRG1 KCNB1 SEL1L2 ROR2 SKA3 PLAU THOC3 SLC39A7 CETN2 SESN1 GANAB TTC3 DNMT3B PRTFDC1 ZFAND4 PXK FGF18 ANKRA2 RILP SIX2 GPNMB ARRDC3 TENM2 ENOX1 NINL EPHB6 CSF2RA MYH11 STON2 DBI C11orf74 AVPI1 VMAC TERT IL7R KATNAL1 WASHC2C PEX11G HRAS ANGPTL4 RNF217 NLRC3 GTPBP4 POGLUT2 IDI2 PDCD11 GOLGA8O IER3 PER3 SAMD3 NFATC4 GRHL1 FZD5 NFKBID NUP205 ARHGEF6 CHCHD10 C3orf62 CISH UTS2 IBTK L3MBTL3 CDC25A IRAK2 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 ETV1 RRM2B PRKDC PAK3 RASSF7 LEF1 GNPTG NEU1 AMPH EGFR LRRC56 RBM14 SEC13 CCL5 RGPD2 MXD3 VCL MYBL2 HSD17B8 SCN1B RASD1 KCNE4 FMC1 RHPN2 ZNF420 EHD4 KAZALD1 SPTBN5 MIF TCF19 RFLNB JDP2 BATF HLA-A LAMA4 FAM167A PTP4A3 TGFB3 MEF2B BUB3 SDCBP MYRIP BORCS8 SERP2 LRRC4C CDH24 SMTN NUP210 NR2C2AP CEMIP2 BORCS8-MEF2B RPS27L ANKRD44 STN1 WWC1 PIP FZD7 LY6G5B HDAC11 M1AP RUSC2 FNDC1 TNFRSF9 ITPR3 LPXN MAFK ANKLE1 MANF HLA-DMA PGAM1 FLRT2 PARP8 EMX2 PKM CNTF FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 TSC22D1 HASPIN NR1D1 ADA2 STX1A THRA DNAJC4 OSTC ZNF846 NUCB2 SCG2 WDR19 RTEL1 TCEANC NMU IL17RC PRPF4 RAB9A IL32 PMS2 APBB2 GFPT2 RRM2 AP1S3 MAGED1 CAVIN3 ERRFI1 TPBG HLA-DRB1 MSTN CLMN CFLAR SPAG4 RAB11FIP2 SH3GL3 KCNS3 NCR3LG1 GLYCTK H2AFV SCD SLC16A11 SMDT1 RDM1 PRKCE IL1RAPL1 CABLES1 NR2F1 DHFR TRIB1 THRB KCND1 AL121845.2 UBE3D JPH2 JAM2 ALOX5AP SALL2 CHRM2 GSTK1 LTBP4 SKP2 VTN CEBPA SNRNP25 SLC25A18 TRMT6 NRP2 ACTA2 SREBF1 IGF2 DDR1 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 TUBB6 STAMBPL1 ATG16L2 BCL2 SCUBE3 PHLDB1 SMPD1 MGARP MIS18A HPCAL1 RPS6KA2 NAA15 CNNM4 EPHB2 MAP3K8 KIF13B NSMAF OTUB2 MRAP CARS PLXNB3 SOD2 DSN1 GDAP1L1 RHOA PCSK2 MICALL1 ADAMTSL3 LRP5 PSD HTR1B KIF20A COA5 ODC1 ACAT2 PLA2R1 AL669918.1 ENPP1 TECTA PIK3R1 SEL1L3 PTN SLC25A6 HIPK2 UBXN1 GK FNIP1 CAMKK1 WDR81 LOXL4 DNAH1 PCNT RAPGEF6 NIN SLC8A1 AKR1B10 CEP72 PRAG1 PHKA1 PYROXD2 ARHGEF39 MCM8 CLDN23 CA9 LRATD2 GSTCD SH2D3A IFITM1 C4A SERPINE2 IFITM3 HSPE1 KNSTRN SLIT3 NOP58 DGKI BFSP1 LRRN4CL AIMP2 ARHGEF28 C22orf23 BGN EPAS1 LMAN1 BSCL2 RASGRP2 TUBB2A ERI1 HSPD1 TP53INP1 CCNE2 NEURL1B CEBPG ZNF540 BDNF PRR7 F12 IFI27 PDZD2 MXRA5 HIC2 H2AFX SKA1 IARS PLOD1 HK2 SYNGR3 SAMHD1 VEGFB LYPD6 TNXB PKP3 CCDC88C FERMT1 RANBP3L COL17A1 DYNC1I1 MCM4 SLC22A23 NOXO1 EGFL8 PEPD PPP1R3B CCN2 TUT7 OLFM2 IFI30 TUBB2B HPS1 PELI2 FMN1 SEC31B NEBL CCBE1 LIMCH1 DUSP1 WDR31 PNKD EIF2AK3 GNAI2 ELFN1 DTNB GEMIN8 DNAH5 SWAP70 SPAG5 CABIN1 TMEM14A RIMS1 SERPINB5 BMP2 SBF2 HSPH1 RHOQ DSTN ALDOC OGT NATD1 LRFN5 RARB TIMM44 FOXO1 TRPM7 CBLN3 APBB1IP KLF10 NUDT1 ACOX2 PMAIP1 TTC12 DACT1 AFF1 MC4R PLK2 JAZF1 MEIS2 CCNB1 YWHAH THAP8 IRF7 CLIP3 EIF4EBP3 DRD4 GAS1 LIF GPR17 ALAD RAB3A ATP8B1 FYCO1 NUMBL PECR FANCC RAP1GAP2 ITGA4 BDKRB2 BDKRB1 CXCR6 ECE1 METRN CHST15 NANOS1 ELANE PRSS3 VAMP8 SYT15 DUSP4 VAMP5 FANCB SERPINF1 EDA2R HACD4 DCK MAP2K3 IRF9 TNFRSF14 SPRED3 ANG RRM1 FAM107A C2CD2L SNX8 CASP10 POLE3 SRXN1 MYC C4B NPC1 RSL1D1 PIPOX GTF2IRD2 DEAF1 GEMIN4 TACR1 PDIA6 KCNMA1 CASTOR1 EPS8L2 RNF152 MYO1F FAM111B TOM1L2 RRP9 EFEMP1 SPIRE1 TNFRSF12A CYTH3 LHPP DAPK1 ZNF33B PTGER4 RFX2 MCM6 ATP6V1C2 SACS NCOA7 KDM7A SUSD2 ITGA1 RNF144B RPA1 HSPA13 CHD7 RCAN1 ITGA2 CALD1 SLC6A4 BZW2 TNFRSF10B TYSND1 F2RL2 CTSC IFNE TPM2 ARSI ITPR1 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A CREBRF TFAP2A RANBP1 FAM110A ENC1 SNRPA ELF1 AFF4 GPR39 SAMSN1 LYPD1 MAP2 SEMA3B ITPKC F2R SFR1 TTC32 TNFRSF8 FAM83G TRIM24 ZFR HINT3 COL5A3 PLXNB1 RTN4RL1 LIPC RUNX3 DOCK10 PFKP CNNM1 ABHD14B CLIC6 FXYD5 TANK ID4 MPLKIP STAT1 ASXL2 MOXD1 ADI1 ADORA2A FAM50B AATF NAIP PDSS1 DENND10 TMEM150A LRRC20 SYF2 KLF2 EXPH5 WDR62 SETBP1 ZEB2 WNT5B GLS INPP5J EFNB2 ADH5 E2F8 AC126283.2 CFI QARS FBXL14 XAGE2 FANCD2 CTIF CYB5A SLF1 NRIP1 SLC4A4 UCN SDF2L1 SALL4 AC104452.1 MAP1A AMT ADM MAGED2 C11orf87 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA XRCC2 GCFC2 GNL3 SLC7A8 CCDC85B SMAD7 HEXA PKIG FOSL1 ACTR3B ORC5 SLX4 FHIT SLC3A2 CSPG4 CLGN FBLN2 ADA DLX5 ERCC6L SLC14A2 ASAP3 TRPV3 TTC7A RGS3 AHR DAAM1 PRR16 PSPH HMGA1 PET100 B2M KIF3C FNDC8 CEP78 CASTOR2 CIRBP DMD SPDL1 KIRREL3 CCDC84 ADAMTS10 DMRTA1 CCDC13 PIGA TNFRSF19 BRCA2 RANBP17 UCHL1 CENPH ACKR2 BLMH SNTA1 TNFRSF1B MPV17 ARHGEF4 PAICS TPST2 TBC1D3G GPR135 STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 REM1 ANKRD29 BATF2 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 COL1A2 VASH1 TPST1 HSPB1 GDF6 GSTA4 CDK1 UQCRB TBC1D1 STC2 DAPK2 PLA2G6 CAPN3 LOX ANKRD36C EIF5A ASNS FKBP5 CCN5 SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 CNKSR2 VEGFA DLC1 CAPZB CDNF HSPA14 FAM83D E2F2 ACYP2 RSL24D1 IQCN LY96 ATP6V1C1 FAM156A PSME4 KCNA4 ESAM ID3 LTF TBL1X ACCS DUSP14 STK26 SAMD5 GSTT2 KIF24 EGF ACTN4 NAALADL1 RND3 MRVI1 GSDMD FAM131B PSPN CSGALNACT2 HCFC1 COL12A1 FKBP1A GSTO2 ITPRIP TACC3 SHFL TNFRSF10A WDR12 RBL1 PTPRU CFAP58 ARAP3 GRK5 BST2 NPR3 IGFLR1 BACE2 FRMD6 EXT2 TGFBR2 ELOVL6 MICAL3 ANXA1 CLDN15 PDE1A HSPB7 SOX4 VLDLR FZR1 CRIM1 FEN1 AAMDC ADARB1 ADAMTS3 S1PR3 UBE2QL1 STXBP6 SHC3 CDH7 SHROOM2 SLC1A2 PPP1R32 CCNL2 DPF1 PPIB CKS2 CDK5R1 NMI ALX4 EVL NMB CTSD MINDY2 STAT4 NRG4 REC8 NMT2 ITFG2 WRAP53 PRDM16 TALDO1 IPO4 FKBP4 MPPED2 PCDHB14 TNFAIP6 NAPRT KANSL1L KIF5B P2RY6 LRRC2 DUSP2 CACNA1C ADAM33 PIR AP000812.5 SDC2 DAG1 GDF15 LAMA3 HMG20B PLCL1 SMIM14 FBXL7 NTHL1 APOB HOPX IGBP1 MAP4K4 COL4A3 UTP4 FAM124A E2F5 TNS3 DNAAF4 COL10A1 CDYL SPARCL1 TSPYL4 JADE2 CTHRC1 PLEKHA1 HTRA1 HPRT1 HSPB6 TSSK4 WBP1L RGCC FRZB LOXL2 TRERF1 ARHGEF17 TWNK TXLNG WDR35 CPEB4 DLG2 TCEA2 POLR3G SEMA4G BAG3 MTFR2 MYO1D MPND ARL4D RIMS2 ARNT2 HECW1 RSRP1 GPI ZNF239 ATP6V0A4 CPQ VWA1 KCNJ15 PCDH17 GOLGA8G PRC1 PCSK4 DNM1 MFAP4 DOK3 IDUA MCU FHL3 PDLIM7 NOA1 SLC4A11 BORCS7 ANXA10 GCHFR SEC24A RSPO3 PDCD2L SLC38A1 STK36 CENPW NEDD4L DENND2A CDKL3 ZNF32 NTRK3 TPI1 TCAF2 YIF1B SPSB2 ZNF699 ENO2 TCF7 AFDN TET3 VPS33B CYBRD1 XPC ZNF524 TBCK FAM171A1 CCDC106 ISYNA1 ZNF581 RHOBTB1 ETV4 MT2A NINJ2 USP24 CDCA5 MYO10 GALE RELT DRAP1 WDR4 DOCK11 NOX4 DDX21 LRP1B SEC24D IBSP USP18 MIOS ADGRG6 PUS7 MT1F CNPY4 CAMLG ALS2CL ISL2 ZC3H8 RPN2 CEMIP ANGPT1 MT1X CD82 HSPA12B TIAF1 RETREG1 MYO18A P4HA1 CARD6 ABCA1 TCAF1 HMGCL BDP1 ANKRD31 DDX60 MYO15A MYCBP XPO1 CEND1 EXT1 RRAGC APOL4 PLAAT4 SPAG8 FZD1 DGKH RSPO2 DNMT1 SYNPO2 KIZ VPS51 WNT5A CDCA4 RPA3 OPRL1 MCM7 ADAMTSL5 SPP1 RUBCNL PLAAT3 SFMBT1 RTL8C BTN3A2 RGS11 SEPTIN4 PKD2 ARHGAP27 APBA1 PALLD SAMD12 ADAMTS5 WSB1 SPRY1 HPSE UGGT1 NPAS1 APOL2 ZNF177 ZC3H12D DTNA VRK1 SUV39H2 MBD2 REPS2 UBASH3B FGFRL1 PRKAA2 UHRF1BP1 SRGN POLI ESPNL KLHL29 CXCL12 IL20RB UBE2C ATOH8 CERT1 LAMTOR4 CDH18 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU TNFRSF11B MAP2K6 NKX3-1 MMP14 NUP93 STC1 DNAJC18 SPTBN2 RASSF4 SYT8 LDLR SCAPER TMEM126B DUSP3 ACVRL1 C18orf54 KLHL30 LAPTM5 SAMD10 DUSP19 KCNJ2 TLNRD1 SCRN1 C7 IGFBP1 CDC6 OSTF1 CELSR1 MYOZ2 ERFE USP53 CD74 SPC24 HIST1H3B TEK STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ARHGEF16 ITPRIPL1 GNPDA1 ARHGAP6 HDAC10 RAB27B PCED1B AMIGO2 SLCO5A1 TAOK1 KCNAB1 TFDP1 MPP3 IL1R2 IGFBP7 SYT7 WTIP BTN2A2 GPD1L DNAJC9 MAL2 NAV2 CMTM8 DKK2 LMBRD1 PCSK5 LRRC29 HMGB3 CTAG2 DPP4 TMEM173 GRASP HIST1H2AC CDC25B NR4A1 HIST1H1C LGMN JAGN1 ZNF488 APOL1 HFE CLIC5 GPC3 BACH2 SLC27A1 POLR1A NME3 TMSB15A IGFL3 CCN3 TTLL7 PLEKHG2 RBMY1A1 TMEM8B HMMR GAS6 NRN1 NCAPH GJD3 CCDC68 CST3 FGF1 DYNC1H1 PORCN FOXM1 SCML2 SPRY4 HSPA8 BBC3 FBN1 KRT80 CHN1 PIK3CD ZFP36L2 RHNO1 RPP25L ICA1 NUP35 SOD3 IQCA1 WARS ATXN7L1 TPP1 TKT IL16 PDIA3 ACAP1 AGPAT5 COL18A1 IL17RE ADRB2 ZBTB16 MAPT ELL3 RIF1 RNF24 EIF3E ORM1 PLEKHG4 SIRPA HYOU1 CYP2S1 HIST1H2BC PODXL POLM MEGF6 FAT4 LARP6 SSH2 THAP10 TOP2A NDNF SPON2 ILK INSIG1 APBB1 KCTD11 STMN1 CORO2B NSD2 KRT86 KRT7 ENDOU BCAS3 SEMA4B KRT81 CORO6 FAP CBS WNT2 ACKR3 KLF6 COPS8 FAM3B FABP2 FKBP1B DZIP1L TRIM14 JUN NME1 ENPP2 HERPUD1 SPHK1 LONRF3 MBP COL8A2 COCH C5AR1 ING4 LAMB1 C5AR2 RAD51B NR1H3 HPGD LGALS9 RHOV TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 IL1R1 CERS6 NOSTRIN EBP KSR1 ALPL AXL FOXN3 APPL2 INTU KLHL11 PDE4D SH3TC2 ARID5B ACAN ETS2 CHAF1A AGO2 IGFBP4 TNS4 REP15 NFKBIL1 LSP1 NAMPT ICAM4 SCARA3 IL1RL2 DKC1 CHAC1 VCAM1 NUAK1 CKB ICAM1 STAC2 L3MBTL4 AP5Z1 PLCB3 IGFBP2 PATZ1 TCP11L2 IL1RL1 KANK1 PDE5A PIK3IP1 DIAPH1 C2CD6 IL18R1 RASGRP3 TPPP3 DOCK8 CD1D IGFBP5 PSD3 LDLRAP1 SKA2 FLNA PTHLH KRT33B GDF11 VEPH1 FAM98A GAB2 DDX39A PSTPIP2 TMED9 LRP8 PTX3 NPAS2 ZNF446 SAA2 CCDC184 TRAM1 FBXO5 TBC1D2 TBC1D8 SAA2-SAA4 RHBDF2 DSCC1 LACTB2 CEP152 ZBTB38 LTBR PBK IGFBP3 NTM NUDT14 TNIP3 C9orf116 MICAL2 SCNN1A ARHGAP26 PXYLP1 CDC42EP3 MYH2 RAB3IL1 IPPK GPX4 ASPN TGFBR1 OMD OGN DEPTOR KRT5 ECM2 MYH1 CAMK2N1 ARMC8 TMEM159 FBXL13 CYGB TCF21 CCDC91 OCLN MIF4GD EYA4 BEST1 MAP3K7CL RXFP1 FTH1 DMC1 LRRC17 S1PR1 ARID5A ANKRD36 BRIP1 VIM MALL SGPL1 FOXRED2 IFIT3 SH3BGRL2 COPG1 ZNHIT2 IFIT2 CDA RANGAP1 RBM3 TFEC ICAM5 CRY1 AEBP1 FZD2 PINK1 PLPP2 IFI16 MAGIX ARHGAP33 SINHCAF SAA1 MAP1LC3A CCL20 TES PRKD1 UNC5B PLP2 TEAD1 CXXC5 CCNT1 SDC1 MFGE8 IFIT1 MATN2 BTBD11 NFIA RMDN2 MRAP2 DAW1 SNCAIP GARS ATP6V1G1 CDC25C TENT5B SSX2IP SULT1B1 WDR36 ACLY ICAM3 ZWILCH EHD1 APBB3 KNL1 ARHGAP32 IL18RAP ACSS1 ARHGAP42 CADM3 TP53INP2 SLFN11 PHACTR2 AUNIP IL34 SLC29A3 DBF4B PTPRH ADGRG1 EXOSC5 ACKR1 BCKDHA SEMA5A SYBU TNNT1 MTSS2 GABBR2 TDP1 MCOLN2 PLK4 KRT4 CMKLR1 SULT1E1 MX2 C4orf46 VAMP1 STIL TSLP VAC14 MAD2L1 TCN2 WDTC1 TSPY1 WDR63 EPB41L4B G2E3 SH3D19 MPP4 TGFB1 CRP KIF17 DUSP23 CDH4 FCRL6 PILRB SH2B2 COL14A1 CCNB1IP1 MPP1 PDIK1L SPHKAP USP54 PILRA SLAMF8 SH2D4A H1FX DIAPH3 PMEPA1 DDIT4L ADAM11 PER2 H2AFZ VMP1 KRT18 ISCU PTPN3 CTNNBIP1 INCENP HES6 TNFSF15 FOXC1 KRT8 SPATA4 SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 FGR SELPLG KCNQ5 IGSF9 MAP3K12 TNIK RGS17 ZNF460 ECH1 TEF ANKRD36B PSG1 ADRA1D CDH10 HMGCS1 NR4A3 IL21R CORO1C TRABD2B TTK ABLIM3 ARHGEF3 VEGFC TTC25 ISLR2 TMTC1 PEG10 TGFBI PID1 GMDS PATJ OIP5 SSR1 NUSAP1 AFAP1L1 UCN2 ISLR E2F1 ATP1A2 PARP2 SERPINA3 NPHP1 DNER TIMP3 NPC2 PDLIM1 SSH1 CACNB3 LMNB1 IFT122 EDNRB PRNP REEP1 CCN1 CCL28 BTBD8 RASSF2 NLGN2 ZNHIT6 AQP1 DNAL4 SUN2 MPP2 RNF180 IRS2 IRF2BPL COL6A3 CBARP CREB5 INMT PSG5 DPF3 ESYT3 PAX9 NOP56 MEGF10 SUV39H1 PRICKLE1 YARS SIK1 ZNF419 AHNAK LMTK2 HIST1H2BK GLDN CDK12 TLE6 VDR SRSF2 SEPTIN6 CYP2E1 SNTB1 TMEM102 CCDC153 CD14 TMCO6 RAD51 ADCY8 TNFAIP8 FGF11 ACACB MXD4 FABP3 ANTXR1 TMEM182 GGT7 CEP70 XRCC3 CALM1 F8 COL11A1 MRC2 ADAMTS7 TJP2 NRCAM FNIP2 KLF4 MMRN2 TNS2 RPS6KA4 EPB41L5 RHOB MYOZ1 CAV1 LTBP2 ADRA2C TENM3 MSC TRPA1 GRPEL2 JUNB IFI35 PGM1 FBLN5 LIMS4 PRMT3 PLCB1 ITGB3BP RNF208 ARL6IP1 CHN2 SOWAHD REEP2 ELOVL7 ANGPTL7 ASB1 HPS5 RBKS COL24A1 WDR76 TMEM106C TBC1D3L TUBB4B ZMYND15 BEGAIN CXCL16 PARD6A LPL TRPC6 HSF2BP KCTD16 CENPO STK40 HHIP GGACT KLRK1 TXN UGGT2 HIF3A CAPN1 MARCH10 MET IFI6 CD248 ELOVL5 OTUD4 BEND5 AGBL4 SRPX2 SLAMF1 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 IL17B PLD1 CAPRIN2 PRR5 TANC2 APCDD1L ABI3BP WDR54 TARS ARNTL HAS2 DMBT1 TLE2 MYH3 ZBTB20 EGR1 CX3CL1 SH3TC1 LAMA1 KMT2D FIGNL1 C6 COL7A1 CCNA2 ZNF417 EXD3 PKN3 USP1 ANGPTL5 RAPGEF2 CEP126 CEP85 ALDH1A3 CARHSP1 NOXA1 ITPKA MX1 WDR74 SH2B1 ABAT SPOCK1 HIST1H2BD RIN1 SEC14L1 GDF7 UBXN11 SLAMF7 ROR1 CFAP300 CDR1 ADAMTS12 FBXO36 PMM2 FST HOXD4 PRADC1 TEAD2 TINAGL1 HIST1H3E CBL FRMD5 NEDD9 PLEKHF1 COL4A2 CD37 CRACR2B FSTL5 THBD ZHX2 KCNJ6 VSIR HIST1H4H COL4A1 FHL1 AMMECR1 CGAS DOK4 SH3RF2 FAT1 TGM1 PEX2 BANK1 OXSR1 LRP2 ID1 MMS22L PRRC1 MVK PLD2 PKIA CDKN1C FNDC3B CCNE1 TMEFF1 TMTC4 TBXA2R DNAJC12 UBIAD1 BLM RAC2 COL16A1 F11R SLC22A18 MXI1 CDK2 NCAPD2 IL7 LARS IQCJ-SCHIP1 ZMYM5 BMPER HDAC9 MUSK NSMF SCHIP1 COL6A1 KIF11 NFKBIB ENG VSTM2L HSPA9 DYNC2LI1 C1QTNF7 AJUBA DNAJB9 RNF19B DES ATAD2 MAP1B IGFBP6 HAUS4 FARP2 BCHE LMO4 ACOT2 KLHL3 KLHDC9 HHEX AKR1C1 HTRA3 AMOT CENPK ACE FGF7 IFIT5 THEMIS2 FBXO44 GAP43 ATP10A GPR3 SMC1A PHLPP2 ZFP69B SIM1 LPAR1 TOM1 EZH2 NALCN TRPV4 GCLC ANXA6 SERPINB9 EMP3 TNFSF10 BIRC3 SMG1 OSBPL3 MYO15B KLHDC7B IL12A SP110 ARHGAP39 RSAD2 TONSL TMOD2 FBXO41 HTR2C VAV3 SLC2A3 ATP2A1 CSTB RHEBL1 CDH3 TAFA5 AP1G2 COPB2 TNFSF12 PUS7L PTPRM DHRS1 FNBP1L SNED1 BCAR3 ZNF365 TCEAL4 GABRB1 TRIM59 RNF26 KCNQ3 STMN2 SMC4 TOPBP1 MTERF4 PPIC ATP6V1B2 C1QTNF5 SNX18 PRDM1 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 NAF1 FSTL3 CDH1 NPY1R CENPU MLPH ELFN2 NCAM2 RGS2 RIMS3 GNAZ LSAMP PRDM6 WBP1 FOXP1 LZTS1 PLS3 ZFP36L1 ZCCHC8 DYRK1B RIPK4 SGK1 TMEM100 MYH15 RNF144A ESM1 CD151 FBXO6 TCEAL3 TCEAL1 MMP7 FANCI OBSL1 KLRC2 PLS1 CALCOCO1 HIVEP1 FURIN MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 RTN2 AK4 PTPRF CNGB1 RAB39B NDST1 PPIL6 THY1 MSRB2 GCLM HMOX1 TLR4 ECT2 FBXO32 NPAS4 BORA ANKFN1 PROCA1 ACTB KIFC2 GJB2 FMNL1 SAMD15 LRRC6 FGF14 CCDC69 TRPC3 ITGBL1 CSF2 MZT1 CDKN2C TIAM2 SH2D5 NUP155 ABCB1 MAP3K14 ADM2 SHCBP1 EPB41L4A SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 CYSLTR1 PDIA4 RAPH1 P4HA2 SAT2 FBXO27 CIP2A MDK PANK1 MCM5 APLP1 RCBTB1 AKAP6 KLHL38 ADAMTS4 SPEG PLP1 FSCN1 CATSPER1 CPT1B LRRN3 HIP1R HOXC13 TPX2 GBP1 FANCM LAMA5 PRL C1S GMPPA ZMIZ1 TOMM40L FRMPD4 GBP2 PC BUB1 CDR2L BBS1 RASD2 PARP10 NCOA3 HOXC4 CD177 CLN3 NOG MARCH1 GSAP MRPL53 TRIM25 TPD52 MLIP PGRMC2 CARD10 TCERG1 CBR3 PLCB4 TOMM34 ANXA8 VASP GBP4 ZC3H12A GBP5 APELA MBOAT7 GRB10 DHX58 ARHGAP29 SLCO2A1 GNG2 ARHGEF37 SEMA7A RABGAP1 FAM43A MMP3 RCOR1 FBXL2 CALM3 MIS18BP1 ANKRD13A LCAT BRINP1 WASHC2A TMSB10 MYLK2 GAPDH TRABD2A APOBEC3F MAFB ZNF425 CEP120 APOBEC3G SEC23A AMOTL2 MACC1 SSBP2 FCGBP PCLAF CFL1 SYNPO F3 DDIT4 KLC4 POLA2 SGTB NECTIN1 MAP2K2 MASTL CCNO EFEMP2 SLC44A3 APOD GYPC ESPL1 SLC9B2 CRYL1 MAGI1 HDAC5 PELI1 LRRC8C LRRC8B APOL6 LBP CAMK2B KRTAP1-5 AZIN2 NAALADL2 PPARGC1B TMEM192 PPP2R2B TUBA1C DUSP5 NEO1 TUBA1A HSPA6 FCGR2A UHRF1 CFH ERBB3 RHOBTB3 CDC42EP1 TUBA1B MAOA DNALI1 GLRX LAG3 LMTK3 DENND3 DNAJC6 SIX1 CBX7 GDNF PASK EGR2 C7orf31 NID2 MYOF C6orf226 KCNK3 ASPM PCOLCE2 ITGB4 ROGDI TOP1 SLA PRDM15 COQ3 KIF4A SEMA6B BRCA1 CCDC86 LEPR ID2 ADAM22 ZWINT MKNK2 TG FBN2 ITGB8 UBQLNL AKAP1 STARD13 SPRY2 GPSM2 LEPROT PDE4DIP SAMD11 TRIM22 PITPNM2 STX16-NPEPL1 TBL1XR1 HTR2A CBX5 HNRNPA1 PAGE2 TRIM6 PRTG LDHA KIF20B PLK1 ANO3 LHX9 RPL3 NFE2 CEP55 ING2 NEK7 TCF7L1 CENPA TRIM29 GPR78 RTN4RL2 PAGE5 ENTPD1 CPZ TROAP ESYT1 NOS1AP NUDT18 CDK2AP1 SLITRK1 PHC2 PPTC7 UHMK1 UAP1 RBP4 SORCS2 MAOB DDR2 CNN3 MFAP3L FAM83B MMP15 RAB9B TMSB15B ATP6V1G3 CALU MYH7B MSI2 PTGIR PTPRC CCDC113 CRELD2 TUBA4A PDE4B SRCAP CRIP2 NFAT5 SLC15A3 LRRFIP1 CENPE SRPX ACVR2B ZNF783 EML6 LRR1 BCL2L11 GINS3 ASB16 STYK1 CDKN2D PCSK1 CD38 CHRDL1 CD24 EFHC2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 CDC7 THBS1 NGEF SWI5 SGIP1 PAK4 MAGEH1 ELL2 AGTRAP PTGDR WDFY2 RGS4 CENPJ ZNF219 POLD1 TRIM13 CRBN UNC13D CHAF1B DACT3 BEND3 SLITRK6 NDRG2 EPHB1 TCTEX1D1 NUF2 ZNF281 ODF2 KIF14 CORIN AURKA RAD18 TGFBR3 GTPBP2 ARRDC4 C4orf33 SMC2 ITGA5 MDGA1 SLC41A3 ZNF385A LGALSL WDR78 DCBLD2 MYL2 NQO1 APLN CLCN5 MTSS1 AFAP1 PBX1 TXNDC16 LRIG1 SYNE2 DCDC2 KLF5 HMGN2 PEX6 SUSD6 RFC3 INAVA PHYHD1 DHX33 WBP2 LASP1 KIF21B COL1A1 CEP97 NFKBIE PLXND1 GPC1 TYMP EFNB3 HP DPYD SOX5 CCDC134 ORC6 DNAH2 ATP5IF1 TEDC1 DHRS2 FGF5 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 KLF12 SESN2 WASL KIF18B PLSCR4 SYNGR1 CSF1R JAKMIP2 C1QL1 LRRC4 GNAO1 NFE2L3 PIM3 MAPK13 NIPSNAP3A TXNL4B RPF2 REEP4 FHDC1 GMFG RNF32 HNRNPA2B1 CCSAP P4HA3 NCLN KRT10 INHBB ADGRB2 IGF1R TSNARE1 ACBD4 TNFAIP8L1 NOTCH2NLC IL11 PTGIS TMEM107 SYNM GALNT2 TAF13 RFLNA SH3BGRL ZMAT3 MKI67 RECQL4 ANKRD24 GCA LEP PLXDC1 EME1 NDRG4 MYPN NUDT15 JMJD1C LRRC59 AGT FAM102A PLAUR S100A4 ALDH5A1 ASB13 BLNK S100A2 S100A16 ZBTB21 NDC80 MICAL1 ZMYND12 AURKB MAP7 RAET1E PPCS NPM2 S100A13 UBE2S KDM6B EBI3 WDR43 COLQ CRY2 PLEKHN1 TRIB2 ADSSL1 TESK2 CD4 RAPGEF4 TBC1D4 RPS6KA1 PROCR FLNC TK1 MMP24 FLT3LG GPR37 DOCK4 SYT12 RAB3D SLPI HES4 ISOC2 FIGN PBLD RRAGB HNRNPAB FGF2 STAT5A DHCR24 DOCK5 MOB3B DISC1 ABRAXAS1 ATF7IP2 REV3L SSC5D RHOD NETO2 GRB14 TEN1 TENM4 SARS GNRH1 TSPOAP1 CAMK4 RSPO1 CREG1 MAP3K5 HTR7 DCTN3 RCSD1 HIST2H4A BIRC5 HIST2H4B LIFR HIST2H2BE C1orf109 SLC1A5 CCNB2 LRRIQ1 MYO1E BMF RASSF9 HCK BHLHE40 PLAC9 ANKRD53 MSH2 ORMDL3 GNB4 PPP2R1B SOCS3 SCARB1 RAMP1 ADPRH BICD1 MYOCD LRRFIP2 FBLN1 CNR1 RNF41 KCNE3 PRKG2 BCAT1 ALCAM PLXNA3 ACTR2 SIPA1L2 ISG15 KPNB1 GLI2 CHRNA6 PDE11A RIPK3 KIF26B CAMK1D TMEM88 CSRP1 ANLN EMP2 CDCA8 SERTAD3 CPE PLSCR1 CD200 SCN3A NOTCH3 PSRC1 CLIP4 OSMR AACS ETV7 ACSF2 NUP58 GADD45A ZFHX3 KCTD20 NAA38 DIRAS3 TBX19 PDXP SH3BP1 NEDD4 COBLL1 WLS TBKBP1 PCSK9 GSTM4 HMGB2 DPT SAP30 Z83844.3 GSTM2 SRGAP3 CABYR SH3BP2 ANKRD52 CTSH RAB31 SCN2A FLNB RARRES2 SMAD6 OSBPL7 TNK2 SMOC1 CLK4 PALM TBCE RNF128 ZBTB10 ATP1B1 PATL2 KITLG PWP2 WNT7B MAMSTR EMILIN3 TASOR2 MEIS1 PRKCH MSLN LMO7 LMOD1 ANKRD37 SORT1 EBF2 ITGB1 IRF1 POLE2 ANP32E PREX1 GLE1 SLC19A2 ATP2B1 MTF1 RGL3 PLCE1 KLF15 NRG1 SCRG1 INPP5B IL33 EPOR AC006064.6 FSD1 SHANK1 NOP2 BUB1B RIMBP3 UCHL3 TPM3 ROBO3 PTH1R CTF1 LTBP3 ARPC1B ELN FGFR2 ADGRA2 DMPK SYPL2 ORAI3 CLEC11A GRIA1 TFRC FCGRT MYL3 ADRA2A LYST KCND2 AMIGO1 NAAA MCC AGTR1 CIART CKAP5 ANO7 DEPDC1 PNRC1 ABCG2 AUTS2 TBC1D16 NID1 SULT1C2 PDLIM3 GRIK2 BNIP3 ATP5MF-PTCD1 PRKG1 ARRB1 CCDC110 GNB3 DKK1 KLHDC1 RCBTB2 LRP4 BCDIN3D DNA2 CCDC80 SASS6 LBH AGRN CDCA3 NOTCH1 MYCBPAP SEMA3C UGCG OAS1 STAT2 FGD4 OAS2 ARFGEF2 OAS3 MID1IP1 SMIM3 SMARCD2 OSBPL6 NEK6 SNAPC1 HIF1A RCN3 IL11RA UBE2T QPRT EPHA4 COMTD1 EGFL7 SCRN2 KCNN4 NRIP3 ARMC4 ARHGAP22 PPM1K RDH5 EEF1A2 ITGA7 SYT2 LYNX1 SPIN2B ITSN1 TSPAN12 PPP1R12B GPRC5A TEX9 CRACR2A INCA1 TSPAN8 MNS1 GLCE THBS2 LGR5 SCLY SPIN2A LGALS1 RRAGD STARD9 RNF207 CSF1 BLOC1S1 HSD17B14 NXF3 TTPA MYOM1 TBC1D8B AKAP5 HSPA2 ZBTB25 INSIG2 TIMELESS COL8A1 RFWD3 TICRR FOXO3 TLE4 GMNN USP13 CHTF18 TLR2 MLKL RAB11FIP1 SPTBN4 VPS37C NAGA RECK USP36 PRDX1 RIPOR2 CSE1L A2M APCDD1 KBTBD8 SNRPA1 SCX LUM LSMEM1 MAPRE2 DCN HHLA3 TRIOBP ZNRF1 KIF22 HSD3B7 SPOCK3 RYR2 ATF4 NRXN3 NR6A1 GCC2 CD109 TMEM19 TIMP2 WDR27 ANKDD1A RRAS ROBO4 P3H1 SATB1 FSTL1 ZXDA CHRM3 LRMDA NRROS RNF175 ACTN1 ECM1 WASF3 PPP1R15A FMN2 CCIN MPP7 HIST4H4 H2AFJ GREM2 ITM2C PDZRN3 MYL12A SVBP RAD51AP2 GPX3 CTH RGS7 PTPRJ HOXA7 HOXA4 OLFML2A COTL1 ITGAV RGS20 SPIN4 POLQ VSNL1 ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 DONSON MGP FOXN2 SMCO3 SFRP2 TLE3 CLDN11 NABP1 RACGAP1 CCP110 CREB3L1 MYH10 MELTF IL6R CAVIN1 CHML CNTN3 EXO1 CADM1 SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD NUCB1 LDHD XPOT PRRT2 STAC FRYL TCEA1 ERP27 SOCS2 CEP170 PEX5L NASP NUPR1 GTSE1 ZFP2 FMO1 TMEFF2 SGF29 EMILIN1 CPT1C KCNC4 AC017083.3 HERC5 FMO3 CAVIN2 AFP SYT16 MAMDC4 PLEKHA6 INSC SCN4B PEX11A RBM15 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 ANKRD6 ULBP2 ULBP1 ANKEF1 PLEKHG3 CDR2 CTSS PPFIA4 GFOD1 CTSK CRLF1 RAI14 GOLGA3 LDLRAD4 RGMB BMP1 AMH ETV5 GDF5 GIMAP2 LIMS1 ARHGDIB PKP2 ERN1 EPHA2 CALCRL JADE3 SEC22B PRCP TPCN1 AP1AR DBF4 ADORA1 ZBTB18 NEGR1 LSM11 ABLIM2 ARHGEF19 FASN GLI1 TYMS DDX58 ALPK1 WWOX CDH8 IQCD CHI3L1 ZNF624 FANK1 CEP83 PRRC2C RERG PTPRO MAF TRANK1 DDIT3 IFNGR1 BCL2L12 DPYSL4 BTG2 INHBE FMOD PRELP PROK1 TLE1 ATP2B4 C1QTNF1 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 PIWIL4 G6PD ZNF423 NFASC TRAPPC1 SDSL SNAI1 ULBP3 PHF19 TNFAIP3 AK3 TM4SF1 ERCC6 CXCL8 CDH11 KIF6 PTGDS CXCL6 CDADC1 LONP1 PF4V1 CXCL1 SFPQ PF4 SMYD3 SLC2A1 GINS2 PLEKHS1 MAGI3 RAB3B GTF2A1L ATAD5 ZBED6 CHD1 PAQR5 CXCL5 CXCL3 POLE PHLDA1 PCLO UBAP1L P4HB ADAM12 FBXO48 NCS1 PACSIN3 GPRC5B FGD6 TM4SF4 CLIC3 ARHGAP24 KIF23 TNFSF4 MLLT11 ZNF695 MESP1 LDB2 RNF122 SEMA6C CXCL2 SMURF2 EAF2 FKBP7 NR4A2 NLRP3 GPR85 DLX1 PGAM5 RAB15 TBX3 ARFGEF3 TRAF1 HSPA5 SULT1A1 TSSK2 MAGI2 TMCC2 HEBP2 CKS1B ASIC1 NUAK2 CASP4 DMGDH DBNDD2 DAAM2 FTL ASS1 PTPN22 MCEE CRYGS FAM133A CDK18 SEMA3E LNX2 ADGRL3 TRIM58 LRRC66 GRAP2 GDPD5 CDK2AP2 HSCB EBF1 DARS2 DNAJB5 PWWP2B NUCKS1 CENPL EBNA1BP2 RAB29 VCAN C5 SMCR8 GYS1 CCNF RNF182 RAD51AP1 PIK3AP1 DLG1 PRIM1 SPATA18 TTLL6 RUNX1T1 HIST2H3PS2 GNPNAT1 FUZ HRK ARL6IP5 FAM72A DNAH7 EHBP1L1 NTN1 NPB APOC3 JMY MPZL3 SESN3 NHLRC4 SORBS2 FRMPD3 DENND2D TTC9 CD83 SGO2 NPY2R PNMA2 BNIP3L CSTA DLX2 RASSF5 ACOT7 JAG1 KSR2 PRPS1 ZNF501 RFC4 ARHGEF9 C10orf90 FOXC2 MAP3K9 DCLRE1B BTF3L4 SMCO4 ROBO2 MDN1 TENT4B APOA1 NTN4 JARID2 PCGF5 PRDX4 MCCC1 PKNOX2 DYRK4 CCDC28A LMNB2 HIRIP3 KRT15 TBC1D30 ASAP2 FAM162A SH3RF3 PFKFB2 RFC5 MELK CLDN7 KIF21A HOMER1 DTX3 SUMF1 BAMBI C4BPB CACYBP CCDC28B KRT19 C4BPA CALCOCO2 ARMC9 ARHGEF25 GABARAP CDK17 KRT14 ADRA1B IL12B SECTM1 CCDC88A NREP KIAA0040 PVR SERPINH1 CLTCL1 EFNA4 EFNA3 TMEM234 EFNA1 KRT16 EFHB LIMA1 FRMD3 ADIPOQ DPM3 SLC7A5 FIBCD1 PIMREG PITPNM3 PIFO BTBD3 GADD45B FANCA GAN MYLIP PAPPA2 LMO3 IL6 CHEK1 DENND2C CIT CYB5R3 WDR34 NCAPG MRNIP LCORL FOXP2 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 PODNL1 UGT1A4 CENPI MUC1 UGT1A6 GSN KCTD12 SQSTM1 UGT1A8 AATK EDIL3 UGT1A10 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 ORC1 ATP7B ERMN ABCD2 TAF4B GCN1 IL27RA MID2 GNG7 NRAS LRP1 CCDC112 SAT1 VCP RASAL2 MAFG TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 NCAPG2 HSPB2 CRYAB HMGA2 TYRP1 CLEC2B CGB8 RALGPS2 RPL39L PLXNA2 ANGPTL1 NKD1 AXIN2 CNN1 SAMD1 KRT17 GULP1 LRRK2 SETDB2 RBM24 TMPO TCF4 LAMB3 CMTM3 PLEKHG5 CLEC12B CMIP SAPCD2 AGPAT4 TIE1 ASF1B G0S2 EDNRA MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 CMTM4 PRKCA AZI2 IRF6 POU2F2 UTP25 TNFRSF25 C1QTNF12 SIPA1L1 FANCG RTP4 ABL2 PDGFRA KLHL24 BCL6 CASP1 TICAM2 TMED7-TICAM2 LMO2 LNX1 NOD2 IRAK3 PPP1R3C GPX7 SELENBP1 COMP INKA2 KIF15 KCNH1 AVIL COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 MVD CSRP2 E2F7 SIRT4 TLR3 TRAF5 TUBB3 EPGN PACSIN2 PARP9 NTF3 DGAT2 KCND3 MITF DTX3L PYCR1 PIM1 CTTNBP2NL JAK2 PPFIA3 BCAM UGP2 NEK2 SNCA CPAMD8 PRLR GRAMD1C ADGRL1 NAV3 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 GNAL CYTIP CDH13 CNTNAP1 DTL APAF1 ITPR2 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 PDZK1 MED12L SCP2 HJURP CD160 PACC1 SCN9A ATF3 PIAS3 ABLIM1 BATF3 ANKRD35 TSPAN2 BEX4 CARD16 OLR1 NGF CDKN3 NARF ACVR1C VANGL1 ANKS1B PMP22 QTRT2 JUP CGN CDT1 KMT2A PARP14 POP5 PYCR3 SYT1 C11orf54 MAB21L3 GIP LRIG3 TXLNB SORBS3 CITED2 TUFT1 HSPBAP1 ANKRD34A TEDC2 CDH2 CABP1 POLR3GL COL3A1 EPHA5 TP63 BZW1 SLC11A2 PLCD1 MLEC OSGIN1 MLYCD AREG PROX1 MCM2 NECAB2 PPP1R12A CNIH2 CCDC150 NR3C2 PODN PTK2B SAXO1 CENPF PIK3R3 GUCY1B1 SCNN1D C22orf39 SEMA5B CENPX BTC APOE AC005670.2 LRRC45 TACC2 GABARAPL1 PTGFRN FAM3C WDR90 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FAM13C CCDC24 MYB MR1 AKAP12 ZNRF3 CD9 FAM214B FUS PLD6 FLCN GKAP1 TTF2 KIF27 COL5A2 HES7 KREMEN1 SPATA17 PDIA5 TRPM8 INKA1 IL18 UBA7 TGFB2 ITGA6 C17orf58 KPNA2 P3H2 TFAP2E TENT5C PYCARD KLKB1 TXNIP OASL PDK1 HAUS8 OTOGL EPRS PAFAH1B3 BEX2 RMND1 CLDN1 P2RX7 ZMAT4 CLDN16 ZNF625 MGLL PDGFC IL26 LETMD1 STOM PTPRQ WDR3 GLUL NEXN S100A10 KLF17 FLG SMAD9 PDCD1LG2 CD274 SFRP1 NBPF10 NOTCH2NLA HACD2 P2RX4 IL1RAP RAD54L HLX HAUS6 DUSP10 ARL4C RRAD MYLK RNASEL HHIPL2 RELB RGS16 STK38L AC129492.3 P2RY1 GINS4 PER1 RAP2B NPL NXPH3 CCDC170 PTPRE SLC40A1 TBX15 GAS2L3 ZNF703 LIN7A FAM20A TRAPPC9 WIPI1 RRS1 EXOSC8 CLSPN CERS1 TRAIP ALDH3A1 ARHGEF2 AAK1 PDE3A ANGPTL2 FUBP1 SSR2 RALGPS1 GATA2 ZNF843 ACAP3 WNK4 TCEAL9 DNAJB4 ANKRD11 GUCY1A2 SMAGP LMNA SAMD4A GAS2L1 SLCO1B3 EPHA3 SPACA6 TRIM16 ABTB2 ERBB4 ARNTL2 CDRT1 RMI1 MB21D2 CBFB NCF2 TGFB1I1 DNAH14 EPHB3 IKZF2 AP2M1 SRGAP1 VAV2 ZNF296 LBR CSRNP1 TRAPPC6A HAS1 CORO1A ENAH CDC45 XIRP1 FPR1 TULP4 NTNG2 CAMK2N2 ARPC5 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 SLCO1A2 GCH1 MOCOS SYNE1 MORN3 ULK2 C1orf21 ADGRL4 LIN9 CAT NXPH4 HSF4 ANXA2 COPRS PARP1 NIBAN1 HYLS1 SHMT2 FBXL8 ITPKB DRP2 PPFIBP1 PSEN2 MME HSDL1 WDR66 KALRN FHOD3 BCL7A COL5A1 ESR1 LRRC43 ACTG1 WDHD1 RFC2 FSCN2 FBXO10 HMCN1 NTRK2 SEPTIN5 LGALS3 SCN8A GEM WNT9A ATP2C2 DDX31 DMKN KIF2C PTGS2 GJA5 HES1 MEF2C LRRC15 KCNJ8 RTL10 SPX KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 BTBD19 MUC13 PTCH2 HEG1 ABCC9 IQCH DLGAP5 DLX4 DLX3 OBSCN RAD54B TRIM17
## 1452 POSTN LAMA2 COL11A2 PCOLCE COL13A1 HSPG2 LAMB2 LAMA4 LTBP4 VTN TECTA BGN MXRA5 TNXB COL17A1 COL25A1 EFEMP1 COL5A3 TFPI2 FBLN2 COL1A2 COL12A1 COL4A4 LAMA3 COL4A3 COL10A1 CTHRC1 VWA1 MFAP4 COL28A1 MATN3 IGFBP7 COL27A1 FBN1 COL18A1 COL15A1 COL4A6 COL8A2 LAMB1 ACAN ASPN OGN AEBP1 MFGE8 MATN2 COL4A5 COL14A1 FN1 TNC TGFBI CCN1 COL6A3 COL9A2 COL11A1 THSD4 MMRN2 LTBP2 FBLN5 COL24A1 SRPX2 ABI3BP LAMA1 COL7A1 TINAGL1 SBSPON COL4A2 COL4A1 COL16A1 COL6A1 COL6A2 LAMA5 FGL2 MFAP5 EFEMP2 NID2 FBN2 SRPX SPARC THBS1 COL1A1 COLQ CD4 FBLN1 DPT EMILIN3 ELN NID1 AGRN THBS2 COL8A1 MEGF9 LUM DCN ECM1 MGP EMILIN1 CHI3L1 FMOD PRELP VCAN HAPLN1 ADIPOQ EDIL3 LAMB3 THBS3 COMP CILP TUFT1 COL3A1 PODN COL5A2 MFAP2 LAMC2 COL5A1 HMCN1 PRG4
## 6030 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 CRABP2 HSP90B1 STAB2 NEK5 POSTN NEK3 APOM DNAJA3 PDK3 UBE2L6 HIP1 ADAP1 FAM20C DDAH2 MSH5-SAPCD1 PNCK RIDA UBE2H SCIN CCL7 MSH5 RAB26 CCL8 PGF CDK6 SYTL3 RFK TRIP13 ARL4A TYRO3 EFL1 CLEC3B ALPK2 PYGB ROS1 ABCC2 TUBE1 SYN2 CCN6 MYO19 JCHAIN FABP5 KATNAL2 RNLS RPS6KA5 TAP2 PARD3B PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB PCOLCE PHYH TRIB3 GCAT HELLS P2RX5 FARSB TRPC4 FGF10 HSPA1A HELZ2 SQLE PFKL TAP1 DNAJA4 RAB33A COL13A1 MLH3 CDK15 SLIT2 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CD44 CCT6B EHD3 ATP11A KYNU ST8SIA4 MAP3K1 MYO7B HBEGF CHKA ROR2 SESN1 PXK GPNMB EPHB6 MYH11 DBI KATNAL1 WASHC2C HRAS NLRC3 GTPBP4 IRAK2 PRKDC PAK3 AMPH EGFR HSD17B8 RASD1 EHD4 SDCBP P2RX6 RASA4B PDK4 FZD7 TMEM184A ITPR3 PKM PRKAG2 HASPIN ADA2 ABCA7 RTEL1 RAB9A PMS2 MSTN GLYCTK TTLL3 ZCCHC2 PRKCE DHFR TRIB1 JPH2 ALOX5AP RTEL1-TNFRSF6B VTN RASA4 TRPM2 NRP2 ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA MICALL1 PSD KIF20A AL669918.1 ENPP1 PTN HIPK2 NLRP10 GK CAMKK1 DNAH1 RAPGEF6 NIN PRAG1 MCM8 SERPINE2 PRKY HSPE1 SLIT3 DGKI TUBB2A HSPD1 PRR7 IARS PLOD1 HK2 SAMHD1 PNP PFKFB3 VEGFB TNXB MCM4 EVA1C NOXO1 CCN2 TUBB2B COL25A1 IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 SBF2 HSPH1 RHOQ OGT ANXA8L1 TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 ELANE SYT15 SQOR PKDCC DCK MAP2K3 ANG RRM1 C2CD2L SNX8 SRXN1 OAT SLC1A3 CASTOR1 MYO1F CYTH3 DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 ITGA2 CTSC ITPR1 TRIO SAR1A ITPKC COL5A3 RTN4RL1 LIPC RUNX3 ABCC1 PFKP NAIP CYP26B1 GOT1 ADH5 QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 ERCC6L KIF3C ABCC6 RANBP17 PAICS SEC14L2 CHST12 STX3 ARL3 PTCH1 REM1 RENBP NRGN KIFC1 MARS2 CDK1 DAPK2 TNFAIP8L3 ASNS CCN5 SYN1 HS3ST5 PLOD3 RUNX1 VEGFA HSPA14 ID3 LTF ACCS STK26 KIF24 RND3 GSDMD ARAP3 GRK5 NPR3 TGFBR2 MICAL3 ANXA1 ADAMTS3 UBE2QL1 STXBP6 SNX22 ACBD7 FKBP4 MPPED2 TNFAIP6 KIF5B PLCL1 APOB MAP4K4 PLA2G2A FOLR3 FBLN7 PLEKHA1 CHST14 ACTG2 TSSK4 TWNK MYO1D ARL4D DNM1 NOA1 ANXA10 GCHFR RSPO3 STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 MYO10 NOX4 DDX21 CEMIP CLCN4 HSPA12B MYO18A P4HA1 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH RSPO2 FTCDNL1 WNT5A ATAD3B SPATA5 MCM7 RUBCNL SEPTIN4 ADAMTS1 ADAMTS5 VRK1 OSBPL10 FGFRL1 MTHFD2 PRKAA2 UBE2C CERT1 ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A SPTBN2 SYT8 ACVRL1 KCNJ2 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 SYT7 SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 NME3 CCN3 TTLL7 HMMR GAS6 GAL3ST4 FGF1 DYNC1H1 PNPLA3 HSPA8 FBN1 PIK3CD STK33 NUP35 SOD3 IQCA1 WARS STARD5 MAPT HYOU1 TOP2A NDNF SLC19A1 ILK CBS ADAMTS15 FABP2 NME1 SPHK1 RAD51B HPGD RHOV TP53I3 GCKR MYH9 CDKL5 KSR1 AXL APPL2 PDE4D ACAN FCSK ABCA13 NUAK1 CKB PDE5A PSD3 LDLRAP1 GAB2 DDX39A PBK HAPLN3 MICAL2 ARHGAP26 SLFN5 MYH2 IPPK TGFBR1 ECM2 MYH1 DMC1 HSPA4L BRIP1 SGPL1 FOXRED2 TPK1 PINK1 ARHGAP33 SAA1 MAP1LC3A PRKD1 MFGE8 GARS MOK ACLY EHD1 ARHGAP32 ACSS1 SLFN11 ADGRG1 SEMA5A GRIN3B MTSS2 PLK4 MX2 KIF17 PDIK1L NIM1K FN1 FGR MAP3K12 TNIK PFKFB4 TTK GMDS ATP1A2 DDAH1 ATP8B3 PRNP CCN1 ESYT3 YARS SIK1 LMTK2 CDK12 VDR SEPTIN6 RAD51 ADCY8 ACACB FABP3 XRCC3 COL11A1 TUBA3C RPS6KA4 RHOB LTBP2 PLCB1 RBKS TUBB4B LPL TRPC6 STK40 HS1BP3 MET SLFN13 GK5 PLD1 ABI3BP TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ABAT ROR1 NAGS FST NOX5 MAP3K6 PLEKHF1 CGAS OXSR1 MVK PLD2 RASL10B BLM RAC2 RAB40A COL16A1 CDK2 LARS MUSK KIF11 HSPA9 ATAD2 MAP1B AKR1C1 ACE FGF7 BMP2K GAP43 ATP10A SMC1A LPAR1 SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B NCEH1 ATP2A1 RHEBL1 SMC4 ATP6V1B2 SNX18 KYAT1 GNAZ CSAD PLA2G4C AKR1C2 RAB20 DYRK1B RIPK4 SGK1 MYH15 AKR1C3 MMP7 NMNAT3 RASGRP1 AK4 PTPRF CNGB1 RAB39B THY1 ACTB CYP26A1 KIFC2 TRPC3 ABCB1 MAP3K14 SLC22A4 P4HA2 MDK CNBD2 PANK1 MCM5 APLP1 CHKB SPEG HIP1R GBP1 FANCM ALDH6A1 FRMPD4 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 ANXA8 GBP4 GBP5 DHX58 MYLK2 GAL3ST3 F3 MAP2K2 MASTL ACSL1 CRYL1 MAGI1 CAMK2B TUBA1C TUBA1A HSPA6 CFH ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK MYOF PCOLCE2 TOP1 PAPSS2 ACSL5 KIF4A MKNK2 PITPNM2 GPT KIF20B PLK1 ING2 NEK7 LIG1 ENTPD1 ESYT1 UHMK1 MAOB DDR2 RAB9B MYH7B PTPRC TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 THBS1 SGIP1 PAK4 EPHB1 KIF14 AURKA TGFBR3 GTPBP2 SMC2 PLOD2 ACOT11 TUBB1 SPTLC2 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B SESN2 KIF18B CSF1R GNAO1 PIM3 MAPK13 P4HA3 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 MICAL1 AURKB PPCS UBE2S PARS2 GPT2 COLQ CRY2 PLEKHN1 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 SYT12 RAB3D FIGN RRAGB FGF2 DHCR24 RHOD RIMKLB SARS CAMK4 RSPO1 MAP3K5 LAYN PFAS MYO1E HCK P3H3 MSH2 GSDMB SCARB1 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 GSTM4 GSTM2 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH PREX1 GLE1 ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 CCDC80 AGRN OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 SYT2 CRACR2A ADCK1 THBS2 RRAGD STARD9 TTPA HSPA2 CHTF18 PIF1 MLKL SPTBN4 KIF22 RYR2 PLEKHA4 RRAS P3H1 FSTL1 GREM2 ITM2C CTH PTGES POLQ CCN4 ATP8B2 RACGAP1 POMK MYH10 KMO SLC1A1 LDHD FMO1 FMO3 CAVIN2 CRISPLD2 AFP FMO2 SYT16 SPTB PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 TPCN1 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL PRELP ATP2B4 PCK2 ARHGAP9 ABCA3 SDSL AK3 ERCC6 RASL11A KIF6 PTGDS CXCL6 LONP1 PF4V1 PF4 CPNE8 MAGI3 RAB3B ATAD5 CHD1 PCLO PACSIN3 KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 CYP27C1 DARS2 RAB29 VCAN TTLL6 RAB7B ARL17A DNAH7 APOC3 SESN3 ACOT7 JAG1 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 APOA1 MCCC1 AC005832.4 DYRK4 HAPLN1 PFKFB2 RFC5 MELK KIF21A CDK17 OSBPL5 CCDC88A ADCY7 ADIPOQ ABCC3 CHEK1 CIT CYB5R3 FYN UGT1A1 UGT1A7 UGT1A9 ABCA2 UGT1A8 AATK NRP1 TUBG1 ORC1 ATP7B ABCD2 NRAS LRP1 VCP AOX1 STK17B DCLK1 LRRK2 TIE1 GUCY1A1 THBS3 PRKCA ABL2 PDGFRA NOD2 IRAK3 COMP KIF15 KCNH1 PGK1 BMP4 MVD SIRT4 TUBB3 PACSIN2 PARP9 PIM1 JAK2 NEK2 SNCA AK5 NAV3 PITPNC1 MTHFD1L GNAL APAF1 ACSM5 ITPR2 SCP2 ACVR1C SYT1 QSOX1 EPHA5 PLCD1 ACADS MCM2 IDNK PTK2B GUCY1B1 APOC1 APOE TRPM4 TTLL1 TTF2 KIF27 CYP4F11 UBA7 P3H2 OASL PDK1 EPRS P2RX7 GLUL SFRP1 MARC2 P2RX4 DCLK2 RAD54L MARC1 ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 WIPI1 AAK1 WNK4 LAMC2 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 FMO5 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 MOCOS ULK2 ANXA2 SHMT2 ITPKB MME ABCA6 KALRN COL5A1 ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C PLA2G4A KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 1378 MT-ND2 ADAMTS13 HLA-F WNT3 GREM1 KDR GFRA1 SMARCD3 CEBPB HSP90B1 IGF1 PMCH HIP1 FZD8 HLA-E CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 CCL8 PGF TLR1 TLR6 SYTL3 PENK PDGFA CCL13 PCNA CCL26 C1QTNF2 IL17D CCN6 TNFSF9 MICA JCHAIN PDPN CD70 TAP2 TNFSF14 PDGFRB TIAM1 EFNA5 BMP6 SHANK2 TUBB DIAPH2 NOTCH4 C3 FGF10 HSPA1A CD320 TRDN TAP1 SLIT2 HSPG2 RELN SOCS1 LAMB2 TSPAN4 HOMER2 HBEGF FLRT3 ROR2 FGF18 ANKRA2 GPNMB ARRDC3 DBI NFATC4 UTS2 LEF1 EGFR CCL5 MIF LAMA4 TGFB3 SDCBP FZD7 MANF FLRT2 CNTF FERMT3 ADA2 SCG2 NMU IL17RC IL32 MSTN CFLAR IL1RAPL1 LTBP4 VTN HLA-A IGF2 EPHB2 MRAP AL669918.1 ENPP1 PIK3R1 PTN SERPINE2 SLIT3 BDNF VEGFB TNXB EGFL8 CCN2 GNAI2 BMP2 RARB CCNB1 YWHAH LIF GPR17 PECR BDKRB2 METRN ANG EFEMP1 NCOA7 ITGA1 ITGA2 IFNE PLAT SERPINE1 LYPD1 SEMA3B F2R TRIM24 PLXNB1 CLIC6 STAT1 ASXL2 ADORA2A WNT5B EFNB2 NRIP1 UCN ADM INHBA SMAD7 HMGA1 DMD UCHL1 PTCH1 F2RL1 GDF6 STC2 CCN5 ADAM10 VEGFA CDNF LY96 EGF ACTN4 PSPN FKBP1A TGFBR2 ANXA1 S1PR3 SHC3 CDK5R1 NMB NRG4 FKBP4 GDF15 LAMA3 PLCL1 APOB COL4A3 DNAAF4 CTHRC1 SEMA4G ARNT2 GPI DNM1 IDUA RSPO3 HLA-B IBSP CNPY4 ANGPT1 ABCA1 FZD1 RSPO2 WNT5A SPP1 BTN3A2 PKD2 ADAMTS5 APOL2 CXCL12 CLU TNFRSF11B NKX3-1 MMP14 STC1 DUSP3 IGFBP1 ERFE CD74 PPARGC1A ARHGEF16 BTN2A2 CMTM8 DKK2 LMBRD1 DPP4 NR4A1 HFE IGFL3 CCN3 GAS6 FGF1 HSPA8 FBN1 CHN1 IL16 MAPT ILK ENDOU BCAS3 SEMA4B FAP WNT2 FAM3B FKBP1B LAMB1 ITGB2 MYH9 IL1R1 PDE4D ETS2 IGFBP4 NAMPT ICAM4 CHAC1 VCAM1 ICAM1 IGFBP2 DIAPH1 LDLRAP1 FLNA PTHLH GDF11 GAB2 SAA2 SAA2-SAA4 TGFBR1 OGN ECM2 TCF21 S1PR1 ARID5A ICAM5 CRY1 SAA1 CCL20 MFGE8 MRAP2 ICAM3 IL34 SEMA5A TSLP TGFB1 CRP FCRL6 PILRB SH2B2 PILRA ADAM11 TNFSF15 SHC2 FN1 FGR SELPLG NR4A3 VEGFC TGFBI UCN2 DNER EDNRB PRNP REEP1 CCN1 CCL28 NLGN2 IRS2 MEGF10 YARS VDR FGF11 CALM1 CAV1 ADRA2C FBLN5 REEP2 TUBB4B CXCL16 LPL KLRK1 SRPX2 IL17B CAPRIN2 ARNTL CX3CL1 LAMA1 RAPGEF2 SH2B1 SEC14L1 GDF7 FST CBL FRMD5 BANK1 CCNE1 COL16A1 F11R IL7 ENG IGFBP6 ACE FGF7 TNFSF10 IL12A VAV3 TAFA5 TNFSF12 SNED1 GABRB1 TF GNAZ FOXP1 ESM1 CD151 INHA EDN1 THY1 TLR4 FGF14 ITGBL1 CSF2 ADM2 ITGB3 MDK APLP1 LAMA5 PRL BBS1 NCOA3 CD177 MARCH1 APELA GRB10 SEMA7A CALM3 MACC1 CFL1 LBP PPARGC1B LAG3 GDNF ITGB4 SLA SEMA6B BRCA1 ADAM22 TG ITGB8 LEPROT PITPNM2 FAM83B PTPRC THBS1 TGFBR3 ITGA5 APLN MTSS1 WBP2 TYMP EFNB3 FGF5 BOK IL1B LATS1 PLSCR4 C1QL1 GNAO1 GMFG INHBB IGF1R IL11 LEP JMJD1C AGT PLAUR S100A4 BLNK MAP7 RAET1E S100A13 EBI3 CRY2 CD4 FLT3LG DOCK4 FGF2 NETO2 GRB14 GNRH1 TSPOAP1 RSPO1 LIFR HLA-DRB1 HCK BICD1 RNF41 ALCAM ISG15 EMP2 CPE PLSCR1 SH3BP1 NEDD4 WLS PCSK9 HMGB2 GSTM2 RARRES2 SMAD6 TNK2 PALM KITLG WNT7B ITGB1 NRG1 IL33 SHANK1 RIMBP3 CTF1 CLEC11A ADRA2A AGTR1 ARRB1 DKK1 LRP4 NOTCH1 SEMA3C ARFGEF2 HIF1A EPHA4 EGFL7 LYNX1 TSPAN8 CSF1 AKAP5 TLR2 A2M NRXN3 TIMP2 ACTN1 ECM1 GREM2 MYL12A PTPRJ ITGAV CCN4 SFRP2 IL6R CADM1 SORBS1 PDGFD SOCS2 EMILIN1 ULBP2 ULBP1 CRLF1 BMP1 AMH GDF5 ERN1 ADORA1 RERG INHBE PROK1 ULBP3 CXCL8 CXCL6 PF4V1 CXCL1 PF4 CXCL5 CXCL3 P4HB GPRC5B TNFSF4 SEMA6C CXCL2 SMURF2 NR4A2 TRAF1 MAGI2 SEMA3E C5 PIK3AP1 NPB APOC3 JAG1 APOA1 HOMER1 BAMBI GABARAP IL12B SECTM1 EFNA4 EFNA3 EFNA1 ADIPOQ PITPNM3 IL6 FOXP2 FYN SQSTM1 EDIL3 LRP1 VCP CGB8 ANGPTL1 KRT17 LAMB3 CMTM3 PRKCA C1QTNF12 SIPA1L1 RTP4 PDGFRA COMP BMP4 TRAF5 TUBB3 EPGN NTF3 JAK2 EREG GRIP1 RASA1 GNAL PDZK1 SCP2 CD160 NGF ANKS1B JUP SYT1 GIP COL3A1 OSGIN1 AREG PROX1 NECAB2 SEMA5B BTC APOE TACC2 GABARAPL1 FAM3C TCIM ZNRF3 CD9 FUS IL18 TGFB2 PYCARD OASL P2RX7 PDGFC IL26 SFRP1 NBPF10 NOTCH2NLA P2RX4 IL1RAP P2RY1 NXPH3 WIPI1 CERS1 AAK1 ANGPTL2 GAS2L1 ERBB4 TGFB1I1 AP2M1 VAV2 FPR1 BEX3 CAT NXPH4 PARP1 COL5A1 ESR1 LGALS3 WNT9A KCNJ8 SPX RGMA PTCH2
## 1584 MT-ND2 MT-ND3 CACFD1 ADAMTS13 GSTT2B RPS9 SCG5 SURF1 ZNF883 KCNG1 BYSL C5orf30 MAP2K5 HLA-F ARMCX1 PARD6B MXD1 ZFP57 ARMCX4 WNT3 HHAT GREM1 POLD4 TBC1D10C CARNS1 PLIN3 ADAM19 CYFIP2 SLC16A9 RNF130 LRRC32 WDR86 KDR PKP4 XAF1 KIT LRRC71 ALDH18A1 EMSY ZNF385D CFB SLC41A2 C2 PEAR1 EID3 GFRA1 TXNRD1 DDO SGO1 INSRR ACVR1 SMARCD3 NFYB CRABP2 SAMD14 NES CEBPB HSP90B1 NT5DC3 STAB2 TIMM8A IQGAP3 NEK5 POSTN PARPBP ZNF688 IGF1 PMCH BARD1 LRRC37B NEK3 ALDH4A1 DRAM1 VSIG10L2 GLMP APOM PAQR6 BGLAP HIST3H2A DNAJA3 PDK3 SFRP4 HIST1H3H RGN PPP4R4 HIST1H2BN SHF CGREF1 MYL9 DUOX1 AKAP11 ANKRD33B MOAP1 UBE2L6 GABBR1 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 MCM10 TIPIN KCNIP3 SLC6A8 TLX2 EN1 CCND3 HLA-E LDLRAD3 LENG8 KRTAP2-3 ZSCAN16 FLRT1 MACROD1 MSH5-SAPCD1 LENG9 B4GALT1 CALR PNCK MINAR1 IL15RA SOX6 SEMA3A NRG2 LAMA2 AFF2 BAG1 NRM CCNJL SIDT2 RIDA USP37 CCL2 UBR4 UBE2H NCAPD3 DUSP18 SVIL SCIN CCL7 TSKU MSH5 POP1 CDC42EP5 WDSUB1 DIO2 RAB26 CCL8 KLHL23 PGF TAGLN TLR1 PHOSPHO2 CDK6 TLR6 NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 CDH6 TNS1 ARMC2 CCL13 FAM114A1 PCNA AHRR DGLUCY SAMD9L AGER TRIP13 ARL4A CCL26 TYRO3 EFL1 CLEC3B ZNF704 GEN1 PAG1 ALPK2 PCDH18 PYGB CCDC102B C1QTNF2 NR1D2 MSX2 PPRC1 SMPDL3A H1F0 ROS1 ABCC2 ALDH1B1 PPP1R9A TUBE1 IGFBPL1 SYN2 KIAA1958 PRUNE2 FOXO3B IL17D ZNF395 CCN6 ZNF107 SLC7A11 TIMP4 NEIL1 TNFSF9 MYO19 MICA GCNT1 ZNF181 TNFAIP2 JCHAIN FABP5 PPFIBP2 KATNAL2 DNAJC28 PDPN MMP28 CD70 CAND2 EZR FIBIN SPIDR BBOX1 DSP RNLS CU639417.1 PLXNA4 TMSB4X RPS6KA5 CDCP1 TAP2 NUP153 PARD3B TRIM16L SSB TNFSF14 ZNF273 CYP2U1 PDGFRB AGFG2 ZNF117 PDLIM2 HOXA11 TMEM158 ARHGAP21 KCNS2 PI4K2B TGIF2 TIAM1 EFNA5 SIK1B PINX1 MDC1 OSBP2 COL11A2 SAXO2 ANKAR BMP6 SHANK2 TXNDC5 IMPA2 HSPA12A LGR4 MUC20 SHTN1 BMPR1B PPP2R3B TUBB ZNF367 ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 MGA CNN2 PCOLCE PHYH GPSM3 RORA TRIB3 GCAT CDC14B CGNL1 ZNF850 TAX1BP3 NINJ1 EFR3B ALDH3B1 ZNF572 LOXL3 PLEKHA7 PRR5L HELLS DNMBP PTTG1 P2RX5 ANK1 C3 FARSB GATA6 TRPC4 FGF10 PSMB8 HSPA1A HELZ2 CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL YPEL4 PSMB9 ANK3 CDSN TPM1 ANKRD2 CD99 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 VWCE ARID3B MSRB1 RPA4 SEC61G MLH3 CDK15 SLC7A1 SLIT2 FOXD1 LDLRAD2 MRPS30 JAK3 HSPG2 PCED1A RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 HCN1 ZNF345 MCM3 RMI2 SOCS1 NOLC1 CD44 CDX1 SLC26A6 TENT5A ZNF789 SLCO4A1 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR TSPAN4 CCND1 AUH TBC1D12 ST8SIA4 OSR2 YWHAQ MORN4 KAZN HOMER2 HOGA1 MAP3K1 NFIL3 FOXI1 RNH1 RNF39 NME5 SCARF1 CELSR3 ELOVL3 TAF5 POC1A TM6SF1 MOSPD3 PGD NACC1 POLA1 CCS MAGEA2 MYO7B USE1 HBEGF STIP1 CCNYL1 CEBPD EPM2A CCDC36 C14orf93 ARVCF CHKA FLRT3 GRAMD1A PAQR8 TCIRG1 KCNB1 UBR3 SEL1L2 ROR2 SKA3 PLAU THOC3 SLC39A7 CETN2 SESN1 GANAB TTC3 DNMT3B PRTFDC1 ZFAND4 PXK FGF18 ANKRA2 RILP SIX2 GPNMB ARRDC3 TENM2 ENOX1 CPA4 NINL EPHB6 CSF2RA MYH11 STON2 DBI C11orf74 AVPI1 VMAC TERT IL7R CAPS KATNAL1 WASHC2C PEX11G ZNF358 HRAS ANGPTL4 RNF217 NLRC3 GTPBP4 GYG2 POGLUT2 IDI2 IDI1 PDCD11 NT5M GOLGA8O IER3 PER3 HMX3 SAMD3 NFATC4 GRHL1 MMP11 FZD5 NFKBID NUP205 ARHGEF6 CHCHD10 C3orf62 CISH UTS2 RRP12 IBTK L3MBTL3 IER2 CDC25A IRAK2 GPCPD1 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 ETV1 RRM2B PRKDC ME3 PAK3 RASSF7 LEF1 GNPTG RBM47 NEU1 AMPH EGFR LRRC56 RBM14 SEC13 CCL5 RGPD2 MXD3 VCL MYBL2 ARSD HSD17B8 SCN1B RASD1 KCNE4 FMC1 RHPN2 ZNF420 NOCT EHD4 KAZALD1 SPTBN5 MIF TCF19 RFLNB JDP2 BATF HLA-A ZSCAN23 MICU3 LAMA4 GALNT10 ZG16B FAM167A PTP4A3 MGAM TGFB3 MEF2B BUB3 SDCBP MYRIP FLVCR2 BORCS8 SERP2 ARSE LRRC4C CDH24 SMTN NUP210 P2RX6 NR2C2AP CEMIP2 RASA4B ZBED9 BORCS8-MEF2B LY75 FKBP9 RPS27L HLA-DRB1 CD302 ANKRD44 STN1 PDK4 WWC1 PIP FZD7 LY6G5B TMEM184A HDAC11 M1AP RUSC2 FNDC1 TNFRSF9 ITPR3 LPXN MAFK ANKLE1 MANF HLA-DMA PGAM1 FLRT2 PARP8 EMX2 PKM CNTF MYL5 FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 TSC22D1 HASPIN NR1D1 ADA2 STX1A THRA PLCD4 DNAJC4 OSTC ZNF589 ZNF846 NUCB2 SCG2 ARSJ TOX2 ABCA7 WDR19 RTEL1 TCEANC NMU IL17RC PRPF4 NSUN7 RAB9A IL32 PMS2 APBB2 GFPT2 RRM2 AP1S3 MAGED1 CAVIN3 ERRFI1 TPBG MSTN CLMN CFLAR SPAG4 RAB11FIP2 SH3GL3 KCNS3 NCR3LG1 GLYCTK H2AFV SCD SLC16A11 TTLL3 ZCCHC2 SMDT1 RDM1 PRKCE IL1RAPL1 CABLES1 NR2F1 DHFR TRIB1 THRB KCND1 AL121845.2 UBE3D SLC2A4RG JPH2 JAM2 ALOX5AP SNN RTEL1-TNFRSF6B SALL2 CHRM2 GSTK1 LTBP4 SKP2 VTN CEBPA SNRNP25 SLC25A18 TRMT6 RASA4 POLR3K TRPM2 NRP2 ACTA2 SREBF1 IGF2 DDR1 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 TUBB6 STAMBPL1 ATG16L2 BCL2 SCUBE3 PHLDB1 SMPD1 MGARP MIS18A HPCAL1 RPS6KA2 NAA15 CNNM4 EPHB2 MAP3K8 KIF13B PGP NSMAF OTUB2 MRAP CARS PLXNB3 SOD2 DSN1 GDAP1L1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 CPXM2 ADAMTSL3 LRP5 ZNF25 PSD HTR1B KIF20A COA5 ODC1 ACAT2 PLA2R1 AL669918.1 ENPP1 TECTA PIK3R1 SEL1L3 PTN SLC25A6 HIPK2 ZNF208 NLRP10 UBXN1 GK FNIP1 CAMKK1 WDR81 LOXL4 DNAH1 PCNT NT5C1B RAPGEF6 NIN SLC8A1 PGM3 TOX AKR1B10 CYP3A5 CEP72 PRAG1 PHKA1 PYROXD2 ARHGEF39 MCM8 CLDN23 CA9 LRATD2 AOPEP GSTCD SH2D3A IFITM1 C4A SERPINE2 PRKY IFITM3 HSPE1 KNSTRN SLIT3 NOP58 DGKI BFSP1 LRRN4CL AIMP2 ARHGEF28 C22orf23 BGN EPAS1 LMAN1 BSCL2 RASGRP2 TUBB2A ERI1 HSPD1 TP53INP1 CCNE2 ZNF781 ZNF492 NEURL1B CEBPG ZNF540 BDNF PRR7 GDA F12 R3HDM1 IFI27 PDZD2 MXRA5 HIC2 H2AFX SKA1 CA12 IARS ZNF280B PLOD1 HK2 SYNGR3 SAMHD1 HEPH PNP PFKFB3 VEGFB LYPD6 TNXB PKP3 CCDC88C KIAA1841 FERMT1 RANBP3L COL17A1 DYNC1I1 MCM4 SLC22A23 EVA1C NOXO1 EGFL8 PEPD PPP1R3B CCN2 TUT7 OLFM2 IFI30 TUBB2B HPS1 PELI2 CYP21A2 FMN1 SEC31B NEBL CCBE1 COL25A1 LIMCH1 DUSP1 WDR31 IP6K3 PNKD EIF2AK3 GNAI2 ELFN1 MMP16 DTNB GEMIN8 DNAH5 SWAP70 SPAG5 CABIN1 TMEM14A CLCN7 RIMS1 SERPINB5 BMP2 SBF2 HSPH1 RHOQ DSTN ALDOC OGT ANXA8L1 CERKL NATD1 LRFN5 RARB NPY4R NYNRIN TIMM44 FOXO1 TRPM7 CBLN3 APBB1IP KLF10 NUDT1 ACOX2 PMAIP1 TTC12 NARS DACT1 AFF1 MC4R PLK2 JAZF1 MEIS2 CCNB1 YWHAH THAP8 IRF7 CLIP3 RSKR EIF4EBP3 DRD4 GAS1 LIF GPR17 ALAD LIMS2 RAB3A ATP8B1 FYCO1 NUMBL PECR FANCC RAP1GAP2 AL136295.5 ITGA4 BDKRB2 BDKRB1 CREB3L2 CXCR6 ECE1 PARP12 METRN CHST15 ZNF620 NANOS1 ELANE PRSS3 VAMP8 SYT15 SQOR DUSP4 VAMP5 FANCB AKR1D1 LPCAT1 PKDCC SERPINF1 EDA2R HACD4 DCK MAP2K3 RNASE4 IRF9 TNFRSF14 SPRED3 ZNF730 ANG RRM1 FAM107A C2CD2L SNX8 CASP10 POLE3 SRXN1 OAT SLC1A3 MYC C4B TCEA3 NPC1 RSL1D1 PIPOX MANBA GTF2IRD2 HAGHL DEAF1 GEMIN4 TACR1 PDIA6 KCNMA1 CASTOR1 EPS8L2 RNF152 OSR1 MYO1F FAM111B TOM1L2 RRP9 EFEMP1 SPIRE1 TNFRSF12A CYTH3 LHPP FBXO43 DAPK1 ATP9A ZNF33B DECR1 PTGER4 RFX2 MCM6 ATP6V1C2 SACS NCOA7 KDM7A ZNF724 SUSD2 ITGA1 RNF144B RPA1 HSPA13 AIFM2 CHD7 RCAN1 ITGA2 CALD1 SLC6A4 BZW2 TNFRSF10B TYSND1 F2RL2 CTSC IFNE TPM2 ARSI ITPR1 ZNF573 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A CREBRF TFAP2A RANBP1 FAM110A ENC1 SNRPA ELF1 AFF4 AGBL3 GPR39 SAMSN1 RRBP1 LYPD1 MAP2 SEMA3B ITPKC F2R SFR1 TTC32 TNFRSF8 FAM83G TRIM24 ZFR HINT3 ME2 COL5A3 PLXNB1 RTN4RL1 LIPC RUNX3 DOCK10 ABCC1 PFKP CNNM1 ZMAT1 ABHD14B CLIC6 FXYD5 TANK PCBP4 ID4 MPLKIP STAT1 ASXL2 MOXD1 ADI1 ADORA2A FAM50B AATF NAIP CYP26B1 PDSS1 DENND10 TMEM150A LRRC20 SYF2 KLF2 PCDHA3 EXPH5 GOT1 WDR62 MCTP1 PCDHA12 SETBP1 ZEB2 WNT5B GLS INPP5J EFNB2 ADH5 E2F8 AC126283.2 CFI QARS DTX4 FBXL14 PCDHAC2 DLX6 CELF6 XAGE2 FANCD2 CTIF CYB5A SLF1 NRIP1 ZNF681 SLC4A4 UCN SDF2L1 SALL4 LIAS AC104452.1 MAP1A NT5DC2 AMT ADM MAGED2 C11orf87 ADH6 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA XRCC2 GCFC2 PPAT RNF44 GNL3 SLC7A8 CCDC85B SMAD7 MARCH4 HEXA PKIG DUS4L FOSL1 ACTR3B ORC5 SLX4 FHIT SLC3A2 CSPG4 CLGN ZNF726 FBLN2 ADA DLX5 ERCC6L SLC14A2 ASAP3 TRPV3 TTC7A RGS3 AHR KDELR2 DAAM1 PRR16 PSPH HMGA1 PET100 B2M KIF3C FNDC8 CEP78 CASTOR2 CIRBP DMD ABCC6 ENTPD7 SPDL1 KIRREL3 CCDC84 ADAMTS10 DMRTA1 CCDC13 PIGA TNFRSF19 BRCA2 KRBOX1 RANBP17 UCHL1 CENPH ACKR2 BLMH ZNF662 SNTA1 ZC3H12C STARD8 TNFRSF1B MPV17 ARHGEF4 PAICS TPST2 SEC14L2 TBC1D3G CHST12 GPR135 STX3 HOMEZ ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 ADAMTS14 REM1 ANKRD29 BATF2 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 MARS2 COL1A2 VASH1 TPST1 HSPB1 GDF6 GSTA4 CDK1 UQCRB TBC1D1 STC2 DAPK2 PLA2G6 CAPN3 TNFAIP8L3 CYP19A1 SPR SRFBP1 LOX ANKRD36C EIF5A ASNS FKBP5 CCN5 LFNG SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 CNKSR2 VEGFA DLC1 MGAT5 HSPA14 CAPZB CDNF FAM83D E2F2 ACYP2 RSL24D1 IQCN LY96 ATP6V1C1 FAM156A RFX8 PSME4 KCNA4 ESAM ID3 LTF TBL1X ACCS DUSP14 STK26 SAMD5 GALNT12 GSTT2 RNF141 KIF24 EGF ACTN4 NAALADL1 GTF2IRD2B RND3 MRVI1 GSDMD CAPN12 ALKBH7 FAM131B PSPN ZBED3 CSGALNACT2 HCFC1 COL12A1 FKBP1A GSTO2 TMEM129 ITPRIP TACC3 SHFL TNFRSF10A AC008581.2 WDR12 CPPED1 PDE8B RBL1 PTPRU CFAP58 ARAP3 GRK5 BST2 NPR3 IGFLR1 BACE2 FRMD6 EXT2 MYRF TGFBR2 ELOVL6 MICAL3 RBM43 ANXA1 CLDN15 PDE1A HSPB7 SOX4 VLDLR FZR1 CRIM1 FEN1 AAMDC ADARB1 ADAMTS3 S1PR3 UBE2QL1 STXBP6 SHC3 CDH7 SHROOM2 SLC1A2 PPP1R32 SNX22 CCNL2 DPF1 PPIB CKS2 CDK5R1 NMI ALX4 EVL NMB ACBD7 CTSD MINDY2 STAT4 NRG4 REC8 NMT2 PCDHB3 ITFG2 PCDHB11 WRAP53 PCDHB7 PRDM16 TALDO1 IPO4 PCDHB12 FKBP4 PCDHB10 PCDHB16 MPPED2 PCDHB14 TNFAIP6 PCDHB15 NAPRT KANSL1L KIF5B VIT P2RY6 LRRC2 DUSP2 ZNF442 CACNA1C ADAM33 PIR AP000812.5 SDC2 DAG1 GDF15 LAMA3 HMG20B PLCL1 PLAC8 SMIM14 PDE7B FBXL7 ZNF558 UGDH NTHL1 APOB HOPX IGBP1 MAP4K4 COL4A3 UTP4 FAM124A E2F5 TNS3 DNAAF4 PLA2G2A COL10A1 FOLR3 FBLN7 CDYL SPARCL1 TSPYL4 GALNT18 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 HSPB6 TSSK4 WBP1L CYP17A1 RGCC FRZB LOXL2 TRERF1 ARHGEF17 ZDBF2 TWNK TXLNG WDR35 CPEB4 DLG2 TCEA2 POLR3G SEMA4G BAG3 MTFR2 MYO1D MPND ARL4D RIMS2 ARNT2 HECW1 RNF150 RSRP1 CYB5D2 GPI ZNF239 ATP6V0A4 CPQ VWA1 KCNJ15 PCDH17 GOLGA8G PRC1 PCSK4 DNM1 MFAP4 DOK3 IDUA MCU FHL3 PDLIM7 ZNF485 NOA1 SLC4A11 BORCS7 ANXA10 GCHFR SEC24A DNAJC17 RSPO3 PDCD2L SLC38A1 STK36 TRIM73 CENPW NEDD4L DENND2A CDKL3 ZNF32 NTRK3 TPI1 TCAF2 YIF1B SPSB2 ZNF699 ENO2 TCF7 AFDN TET3 VPS33B CYBRD1 XPC GSR ZNF524 TBCK FAM171A1 CCDC106 ISYNA1 ZNF581 RHOBTB1 PCDHGC5 ETV4 PCDHGA6 PCDHGA10 PCDHGA4 MT2A PCDHGB1 PCDHGA12 NINJ2 USP24 SLC2A5 PCDHGA2 CDCA5 PCDHGA1 MYO10 GALE MT1E RELT MT1M DRAP1 PCDHGC4 WDR4 DOCK11 PCDHGB4 PCDHGB5 PCDHGB3 NOX4 PCDHGA9 PCDHGA11 DDX21 LRP1B PCDHGB2 SEC24D IBSP USP18 MIOS ADGRG6 PUS7 SULF1 MT1F CNPY4 CAMLG ALS2CL ISL2 ZC3H8 RPN2 CEMIP ANGPT1 CLCN4 MT1X CD82 HSPA12B TIAF1 RETREG1 MYO18A P4HA1 TM7SF2 CARD6 ABCA1 TCAF1 HMGCL BDP1 ANKRD31 DDX60 MYO15A LOXL1 MYCBP XPO1 CEND1 EXT1 RRAGC ADH1C APOL4 ADH1B PLAAT4 SPAG8 FZD1 DGKH RSPO2 DNMT1 AC010422.3 ZNF853 FTCDNL1 SYNPO2 KIZ VPS51 WNT5A CDCA4 RPA3 ATAD3B SPATA5 OPRL1 MCM7 ADAMTSL5 SPP1 RUBCNL PLAAT3 SFMBT1 RTL8C BTN3A2 RGS11 SEPTIN4 PKD2 ITGA8 ADAMTS1 ARHGAP27 APBA1 PALLD SAMD12 ADAMTS5 WSB1 SPRY1 HPSE UGGT1 NPAS1 APOL2 ZNF177 ZC3H12D DTNA DHRS3 VRK1 SUV39H2 OSBPL10 MBD2 REPS2 UBASH3B FGFRL1 MTHFD2 PRKAA2 UHRF1BP1 ZNF860 SRGN POLI ESPNL KLHL29 CXCL12 IL20RB UBE2C ATOH8 CERT1 LAMTOR4 HIVEP2 CDH18 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU TNFRSF11B MAP2K6 NKX3-1 AFF3 MMP14 NUP93 STC1 DNAJC18 ATAD3A SPTBN2 RASSF4 SYT8 LDLR SCAPER TMEM126B DUSP3 ACVRL1 C18orf54 KLHL30 LAPTM5 SAMD10 FKBP14 DUSP19 KCNJ2 TLNRD1 SCRN1 C7 IGFBP1 CDC6 OSTF1 CELSR1 MYOZ2 ERFE USP53 CD74 SPC24 HIST1H3B TEK OMA1 STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ARHGEF16 ITGA11 ITPRIPL1 GNPDA1 ARHGAP6 HDAC10 NUDT13 CH25H RAB27B PAMR1 PCED1B AMIGO2 SLCO5A1 TAOK1 KCNAB1 TFDP1 MPP3 IL1R2 IGFBP7 SYT7 WTIP BTN2A2 PTER TRMT10A GPD1L SLC27A3 DNAJC9 MAL2 NAV2 CMTM8 DKK2 LMBRD1 PROS1 PCSK5 LRRC29 HMGB3 CTAG2 COL27A1 DPP4 TMEM173 DIRAS1 GRASP HIST1H2AC CDC25B SELENOP NR4A1 NEK10 KLF7 HIST1H1C LGMN JAGN1 ZNF488 APOL1 HFE SOX18 CLIC5 GPC3 BACH2 ZSCAN5A SLC27A1 POLR1A NME3 TMSB15A IGFL3 CCN3 TTLL7 PLEKHG2 RBMY1A1 TMEM8B HMMR GAS6 NRN1 NCAPH GJD3 CCDC68 GAL3ST4 CST3 FGF1 DYNC1H1 ADAMDEC1 PNPLA3 TIPARP PORCN ENPP5 FOXM1 SCML2 SPRY4 HSPA8 BBC3 FBN1 ADAM28 KRT80 CHN1 PIK3CD ZFP36L2 RHNO1 RPP25L STK33 ICA1 NUP35 SOD3 RCAN2 IQCA1 WARS CYP39A1 ATXN7L1 TPP1 TKT IL16 CLSTN2 PDIA3 ACAP1 AGPAT5 STARD5 COL18A1 IL17RE ADRB2 ZBTB16 MAPT ELL3 RIF1 RNF24 EIF3E ORM1 PLEKHG4 DHFR2 SIRPA HYOU1 CYP2S1 HIST1H2BC PODXL POLM MEGF6 FAT4 LARP6 SSH2 THAP10 TOP2A NDNF SPON2 SLC19A1 ISG20 ILK KDELR3 INSIG1 APBB1 ST18 KCTD11 STMN1 CORO2B NSD2 KRT86 CZIB KRT7 ENDOU AOC2 BCAS3 SEMA4B KRT81 CORO6 FAP CBS WNT2 ACKR3 KLF6 ADAMTS15 COPS8 FAM3B FABP2 FKBP1B DZIP1L TRIM14 JUN NME1 ENPP2 HERPUD1 SPHK1 LONRF3 MBP COL8A2 COCH C5AR1 ING4 LAMB1 C5AR2 RAD51B NR1H3 HPGD LGALS9 RHOV CYP4B1 TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 IL1R1 CERS6 NOSTRIN EBP KSR1 ALPL SLC6A6 AXL FOXN3 APPL2 XYLT1 ZNF471 INTU KLHL11 PDE4D SH3TC2 ARID5B ACAN ETS2 CHAF1A AGO2 FCSK IGFBP4 TNS4 REP15 NFKBIL1 LSP1 ATP23 NAMPT ICAM4 SCARA3 IL1RL2 DKC1 CHAC1 ABCA13 VCAM1 NUAK1 CKB ICAM1 STAC2 L3MBTL4 AP5Z1 PLCB3 IGFBP2 CACNA2D2 PATZ1 TCP11L2 IL1RL1 KANK1 PDE5A PIK3IP1 CKAP4 DIAPH1 C2CD6 IL18R1 RASGRP3 MMP19 TPPP3 DOCK8 THOP1 CD1D CYP27A1 ZDHHC1 STAG3 IGFBP5 PSD3 LDLRAP1 SKA2 FLNA PTHLH KRT33B GDF11 VEPH1 FAM98A FAHD2B GAB2 DDX39A PSTPIP2 TMED9 PCDH19 LRP8 PTX3 NPAS2 ZNF446 SAA2 TSHZ1 CCDC184 ZNF610 TRAM1 FBXO5 TBC1D2 TBC1D8 SAA2-SAA4 RHBDF2 DSCC1 LACTB2 CEP152 ZBTB38 LTBR PBK HAPLN3 IGFBP3 NTM NUDT14 TNIP3 C9orf116 MICAL2 MAN1C1 SCNN1A ARHGAP26 ESCO2 PXYLP1 SLFN5 CDC42EP3 MYH2 CYP4X1 RAB3IL1 IPPK GPX4 ASPN TGFBR1 OMD OGN DEPTOR KRT5 ECM2 MYH1 CAMK2N1 ARMC8 TMEM159 FBXL13 CYGB TCF21 CCDC91 OCLN MIF4GD EYA4 BEST1 MAP3K7CL RXFP1 FTH1 DMC1 MTERF2 LRRC17 HSPA4L S1PR1 ARID5A ANKRD36 BRIP1 VIM MALL MEIS3 SGPL1 FOXRED2 IFIT3 SH3BGRL2 TPK1 COPG1 ZNHIT2 IFIT2 CDA RANGAP1 RBM3 TFEC TRNP1 ICAM5 CRY1 AEBP1 FZD2 PINK1 PLPP2 IFI16 MAGIX ARHGAP33 SINHCAF SAA1 MAP1LC3A CCL20 TES PRKD1 UNC5B PLP2 TEAD1 CXXC5 CCNT1 SDC1 MFGE8 IFIT1 MATN2 BTBD11 CYP1B1 NFIA RMDN2 MRAP2 DAW1 SNCAIP GARS ATP6V1G1 CDC25C TENT5B SSX2IP MOK SULT1B1 GDPD1 WDR36 ACLY ICAM3 ZWILCH EHD1 APBB3 ZGLP1 KNL1 ARHGAP32 IL18RAP ACSS1 ARHGAP42 CADM3 TP53INP2 SLFN11 PHACTR2 AUNIP IL34 SLC29A3 DBF4B PTPRH ADGRG1 EXOSC5 ACKR1 BCKDHA SEMA5A GRIN3B SYBU TNNT1 MTSS2 GABBR2 TDP1 MCOLN2 PLK4 KRT4 CMKLR1 SULT1E1 MX2 C4orf46 VAMP1 STIL FOXQ1 TSLP VAC14 MCOLN3 MAD2L1 TCN2 YPEL2 WDTC1 TSPY1 WDR63 EPB41L4B G2E3 DUXA SH3D19 MPP4 TGFB1 CRP KIF17 DUSP23 CDH4 FCRL6 PILRB SH2B2 COL14A1 CCNB1IP1 MPP1 PDIK1L MEX3B SPHKAP USP54 PILRA SLAMF8 SH2D4A H1FX DIAPH3 PMEPA1 DDIT4L ADAM11 PER2 H2AFZ VMP1 KRT18 ISCU PTPN3 CTNNBIP1 INCENP HES6 TNFSF15 FOXC1 KRT8 SPATA4 NIM1K SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 FGR SELPLG TM2D1 KCNQ5 IGSF9 MAP3K12 TNIK RGS17 ZNF460 ECH1 TEF PFKFB4 ANKRD36B PSG1 ADRA1D CDH10 HMGCS1 FOXD2 NR4A3 IL21R CORO1C TRABD2B TTK ABLIM3 ARHGEF3 VEGFC TTC25 CSGALNACT1 ISLR2 TMTC1 PEG10 TGFBI PID1 GMDS PATJ OIP5 SSR1 NUSAP1 AFAP1L1 UCN2 ISLR E2F1 ATP1A2 PARP2 SERPINA3 NPHP1 DNER TIMP3 DDAH1 NPC2 PDLIM1 SSH1 ATP8B3 CACNB3 LMNB1 IFT122 EDNRB PRNP REEP1 CCN1 CCL28 BTBD8 RASSF2 NLGN2 CLYBL ZNHIT6 AQP1 MARCH3 DNAL4 SUN2 MPP2 RNF180 IRS2 IRF2BPL COL6A3 CBARP CREB5 INMT PSG5 DPF3 ESYT3 PAX9 NOP56 MEGF10 SUV39H1 NEIL3 PRICKLE1 YARS AC003005.1 SIK1 ZNF419 AHNAK LMTK2 HIST1H2BK GLDN ZNF773 CDK12 TLE6 PTGS1 VDR SRSF2 SEPTIN6 CYP2E1 SNTB1 ALKBH2 PRICKLE2 DNASE1L1 TMEM102 CCDC153 CD14 TMCO6 RAD51 ADCY8 TNFAIP8 LARGE1 FGF11 ACACB MXD4 FABP3 ANTXR1 AP002990.1 TMEM182 GGT7 CEP70 XRCC3 CALM1 F8 ZNF93 COL11A1 MRC2 ADAMTS7 TJP2 NRCAM FNIP2 KLF4 MMRN2 TNS2 TUBA3C RPS6KA4 EPB41L5 RHOB MYOZ1 RNASEH2A CAV1 LTBP2 ADRA2C TENM3 MSC TRPA1 GRPEL2 AC004593.3 JUNB IFI35 PGM1 FBLN5 LIMS4 PRMT3 HNF4G PLCB1 ITGB3BP RNF208 ARL6IP1 CHN2 ZNF530 SOWAHD REEP2 ELOVL7 ANGPTL7 EFCAB7 ASB1 HPS5 RBKS COL24A1 AMY2B WDR76 TMEM106C TBC1D3L TUBB4B ZMYND15 BEGAIN CXCL16 PARD6A LPL TRPC6 HSF2BP KCTD16 CENPO STK40 HHIP GGACT KLRK1 TXN UGGT2 HS1BP3 HIF3A CAPN1 MARCH10 MET IFI6 CD248 ELOVL5 OTUD4 ZFP14 BEND5 SLFN13 AGBL4 SRPX2 SLAMF1 GK5 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 IL17B PLD1 CAPRIN2 PRR5 TANC2 APCDD1L ABI3BP WDR54 TARS ARNTL HAS2 DMBT1 TLE2 MYH3 ZBTB20 EGR1 CX3CL1 SH3TC1 KLF16 LAMA1 KMT2D FIGNL1 C6 COL7A1 STRA6 TOR4A CCNA2 ZNF417 EXD3 PKN3 USP1 ANGPTL5 CLCA2 RAPGEF2 CEP126 CEP85 ALDH1A3 CARHSP1 ZCWPW1 KHDC1 NOXA1 ZNF525 ITPKA MX1 WDR74 SH2B1 ABAT SPOCK1 HIST1H2BD RIN1 ADPRM SEC14L1 GDF7 UBXN11 SLAMF7 ROR1 CFAP300 NAGS CDR1 ADAMTS6 ADAMTS12 FBXO36 PMM2 FST NOX5 HOXD9 HOXD4 PRADC1 TEAD2 TINAGL1 HIST1H3E SBSPON PLAGL1 CBL SELENOI ZNF66 HOXD1 MAP3K6 FRMD5 NEDD9 PLEKHF1 COL4A2 CD37 CRACR2B SVEP1 FSTL5 THBD ZHX2 PAPPA KCNJ6 VSIR HIST1H4H COL4A1 ATF7-NPFF ADAMTS9 FHL1 AMMECR1 CGAS DOK4 SH3RF2 FAT1 TGM1 PEX2 BANK1 OXSR1 LRP2 ID1 MMS22L PRRC1 MVK PLD2 PKIA CDKN1C RASL10B FNDC3B CCNE1 CPEB2 TMEFF1 TMTC4 TBXA2R DNAJC12 UBIAD1 BLM RAC2 RAB40A COL16A1 F11R RAVER2 SLC22A18 GLIS1 MXI1 CDK2 NCAPD2 IL7 LARS IQCJ-SCHIP1 ZMYM5 BMPER HDAC9 MUSK ZFP90 NSMF SCHIP1 COL6A1 KIF11 NFKBIB ENG VSTM2L HSPA9 DYNC2LI1 C1QTNF7 AJUBA DNAJB9 RNF19B DES ATAD2 MAP1B IGFBP6 HAUS4 ZNF333 FARP2 GALNT16 BCHE LMO4 ACOT2 KLHL3 KLHDC9 SSTR1 HHEX CHPF AKR1C1 HTRA3 AMOT CENPK ACE FGF7 BMP2K IFIT5 THEMIS2 FBXO44 GAP43 ATP10A GPR3 SMC1A PHLPP2 ZFP69B SIM1 LPAR1 TOM1 EZH2 SOAT2 ZNF714 NALCN TRPV4 GCLC ANXA6 SERPINB9 ZNF708 EMP3 ZNF85 TNFSF10 BIRC3 SMG1 CMPK2 OSBPL3 MYO15B KLHDC7B IL12A SP110 ARHGAP39 ZNF431 RSAD2 NCEH1 TONSL TMOD2 FBXO41 HTR2C VAV3 ZFHX2 SLC2A3 ATP2A1 CSTB RHEBL1 CDH3 TAFA5 AP1G2 COPB2 TNFSF12 PUS7L PTPRM DHRS1 FNBP1L SNED1 BCAR3 ZNF365 TCEAL4 NPTXR GABRB1 TRIM59 RNF26 KCNQ3 STMN2 SMC4 TOPBP1 MTERF4 PPIC ATP6V1B2 C1QTNF5 SNX18 PRDM1 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 NAF1 FSTL3 ZSCAN18 CDH1 NPY1R ZNF135 CENPU MLPH ELFN2 NCAM2 RGS2 RIMS3 GNAZ AC091959.3 LSAMP PRDM6 WBP1 CSAD FOXP1 PLA2G4C AKR1C2 RAB20 LZTS1 PLS3 ZFP36L1 FAXDC2 ZCCHC8 DYRK1B RIPK4 SGK1 TMEM100 MYH15 RNF144A ESM1 CD151 FBXO6 TCEAL3 TCEAL1 AKR1C3 MMP7 FANCI OBSL1 KLRC2 PLS1 CALCOCO1 HIVEP1 RBP1 FURIN MORF4L2 NMNAT3 PPM1N INHA RASGRP1 PHLDB2 EDN1 HEY1 RTN2 AK4 PTPRF CNGB1 RAB39B NDST1 PPIL6 THY1 MSRB2 GCLM HMOX1 EPOP TLR4 ECT2 FBXO32 NPAS4 BORA ANKFN1 PROCA1 ACTB APOBEC3B CYP26A1 KIFC2 GJB2 FMNL1 SAMD15 LRRC6 FGF14 CCDC69 TRPC3 ITGBL1 CSF2 MZT1 CDKN2C TIAM2 SH2D5 NUP155 ABCB1 MAP3K14 ADM2 SHCBP1 EPB41L4A SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 CYSLTR1 PDIA4 RAPH1 P4HA2 SAT2 FBXO27 CIP2A RTL3 MDK CNBD2 PANK1 MCM5 APLP1 CHKB RCBTB1 AKAP6 KLHL38 ADAMTS4 SPEG PLP1 FSCN1 CATSPER1 CPT1B MFNG LRRN3 HIP1R HOXC13 TPX2 GBP1 FANCM LAMA5 PRL C1S GMPPA ALDH6A1 ZMIZ1 TOMM40L FRMPD4 GBP2 PC BUB1 HOXC11 CDR2L SLFNL1 KCNT2 BBS1 RASD2 PARP10 NCOA3 HOXC4 CD177 CLN3 NOG MARCH1 GSAP MRPL53 TRIM25 TPD52 MLIP PGRMC2 ZCCHC24 CARD10 TCERG1 SULF2 CBR3 PLCB4 TOMM34 GALM ANXA8 VASP MMP8 GBP4 ZC3H12A GBP5 APELA MBOAT7 GRB10 DHX58 ARHGAP29 KDELR1 AGAP9 SLCO2A1 GNG2 ARHGEF37 SEMA7A RABGAP1 FAM43A MMP3 RCOR1 FBXL2 CALM3 ZNF507 LPCAT2 MIS18BP1 ANKRD13A MMP1 LCAT BRINP1 WASHC2A XXYLT1 TMSB10 MYLK2 GAPDH TRABD2A APOBEC3F MAFB NLN FOXS1 ZNF425 CEP120 APOBEC3G SEC23A AMOTL2 MACC1 SSBP2 FCGBP PCLAF GAL3ST3 CFL1 CRYBG1 SYNPO F3 DDIT4 KLC4 AP000944.5 POLA2 LMCD1 SGTB NECTIN1 MAP2K2 MASTL CCNO EFEMP2 SLC44A3 APOD GYPC ESPL1 SLC9B2 ACSL1 CRYL1 MAGI1 HDAC5 BDH2 LTB4R PELI1 LRRC8C LRRC8B APOL6 LBP CAMK2B KRTAP1-5 CADPS2 AZIN2 NAALADL2 PPARGC1B TMEM192 PPP2R2B TUBA1C DUSP5 NEO1 TUBA1A HSPA6 FCGR2A UHRF1 CFH ERBB3 RHOBTB3 CDC42EP1 HIVEP3 TUBA1B MAOA DNALI1 GLRX LAG3 LMTK3 DENND3 DNAJC6 PRRG4 XYLB SIX1 CBX7 GDNF PPM1L ETHE1 PASK EGR2 ZNF319 ADAMTS2 C7orf31 NID2 MYOF C6orf226 KCNK3 ASPM PCOLCE2 ITGB4 ROGDI TOP1 PAPSS2 ACSL5 SLA PRDM15 COQ3 KIF4A SEMA6B BRCA1 CCDC86 LEPR SLC27A6 ID2 ADAM22 ZWINT MKNK2 TG ACP7 FBN2 ITGB8 NT5DC4 UBQLNL AKAP1 STARD13 SPRY2 GPSM2 LEPROT PDE4DIP SAMD11 TRIM22 PITPNM2 STX16-NPEPL1 NPEPL1 SIX4 TBL1XR1 HTR2A CBX5 HNRNPA1 PAGE2 GPT TRIM6 PRTG LDHA KIF20B PLK1 ZSWIM5 ANO3 LHX9 RPL3 NFE2 CEP55 ING2 NEK7 TCF7L1 CENPA TRIM29 OLFML2B GPR78 RTN4RL2 LIG1 PAGE5 ENTPD1 CPZ TROAP ESYT1 NOS1AP NUDT18 CDK2AP1 SLITRK1 PHC2 PPTC7 UHMK1 UAP1 RBP4 SORCS2 MAOB KLF9 DDR2 CNN3 MFAP3L FAM83B MMP15 RAB9B TMSB15B ATP6V1G3 CALU MYH7B MSI2 PTGIR PTPRC CCDC113 CRELD2 TUBA4A PDE4B SRCAP CRIP2 HR NFAT5 SLC15A3 DBP LRRFIP1 CENPE SRPX MMP12 ACVR2B ZNF783 EML6 LRR1 BCL2L11 GINS3 ASB16 STYK1 CDKN2D PCSK1 CD38 CHRDL1 CD24 EFHC2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 AMD1 CDC7 THBS1 NGEF SWI5 SGIP1 PAK4 MAGEH1 ELL2 AGTRAP PTGDR WDFY2 RGS4 CENPJ ZNF219 POLD1 TRIM13 CRBN UNC13D CHAF1B DACT3 BEND3 SLITRK6 NDRG2 EPHB1 TCTEX1D1 NUF2 ZNF281 ODF2 KIF14 CORIN AURKA RAD18 TGFBR3 GTPBP2 OXTR ARRDC4 C4orf33 SMC2 ITGA5 PLOD2 MDGA1 SLC41A3 ZNF385A LGALSL ACOT11 TUBB1 WDR78 DCBLD2 SPTLC2 MYL2 NQO1 APLN AL035078.4 XPNPEP2 CLCN5 ZNF608 MTSS1 OPLAH GALNT15 AFAP1 PBX1 TXNDC16 LRIG1 SYNE2 DCDC2 ZCCHC18 KLF5 HMGN2 PEX6 SUSD6 RFC3 INAVA PHYHD1 ZNF428 DHX33 WBP2 LASP1 KIF21B COL1A1 CEP97 NFKBIE PLXND1 GPC1 TYMP EFNB3 RPAIN HP DPYD SOX5 TRIM47 CCDC134 ORC6 DNAH2 ATP5IF1 TEDC1 DHRS2 FGF5 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 STK32B KLF12 SESN2 WASL KIF18B PLSCR4 SYNGR1 EEPD1 CSF1R JAKMIP2 CRIP1 C1QL1 LRRC4 GNAO1 NFE2L3 PIM3 MAPK13 NIPSNAP3A TXNL4B RPF2 REEP4 FHDC1 GMFG RNF32 HNRNPA2B1 CCSAP P4HA3 NCLN KRT10 PIP5KL1 INHBB PLCD3 ADGRB2 IGF1R RFTN1 TSNARE1 APOL3 ACBD4 TNFAIP8L1 C1R NOTCH2NLC HMGN5 IL11 PTGIS TMEM107 SYNM GALNT2 TAF13 RFLNA SH3BGRL ZMAT3 MKI67 RECQL4 ANKRD24 GCA ZFAND3 LEP PLXDC1 EME1 NDRG4 MYPN NUDT15 JMJD1C LRRC59 AGT FAM102A PLAUR S100A4 AGBL2 KIAA1324 ATP8B4 CDKL2 ALDH5A1 ASB13 S100A3 BLNK S100A2 MGMT S100A16 ZBTB21 NDC80 MICAL1 MND1 ZMYND12 AURKB MAP7 RAET1E PPCS NPM2 S100A13 UBE2S KDM6B PARS2 GPT2 EBI3 NAALAD2 WDR43 COLQ CRY2 PLEKHN1 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 CD4 RAPGEF4 TBC1D4 RPS6KA1 B4GALT5 PROCR FLNC TK1 MMP24 FLT3LG GPR37 DOCK4 SYT12 RAB3D SLPI HES4 ISOC2 FIGN ZNF804A PBLD RRAGB HNRNPAB FGF2 STAT5A FRRS1 DHCR24 DOCK5 MOB3B CHSY1 DISC1 ABRAXAS1 ATF7IP2 REV3L SSC5D RHOD RIMKLB RBM20 NETO2 GRB14 TEN1 KLF8 TENM4 SARS GNRH1 TSPOAP1 CAMK4 RSPO1 CREG1 MAP3K5 HTR7 DCTN3 RCSD1 HIST2H4A LAYN BIRC5 PFAS HIST2H4B LIFR HIST2H2BE ZNF467 C1orf109 SLC1A5 CCNB2 LRRIQ1 MYO1E BMF RASSF9 HCK P3H3 BHLHE40 PLAC9 MGAT4C ANKRD53 CA11 MSH2 ORMDL3 GNB4 PPP2R1B GSDMB SOCS3 SCARB1 RAMP1 ADPRH CELSR2 BICD1 MYOCD LRRFIP2 FBLN1 CNR1 RNF41 KCNE3 PRKG2 BCAT1 ALCAM PLXNA3 ACTR2 SIPA1L2 ISG15 KPNB1 GLI2 CHRNA6 PDE11A RIPK3 KIF26B CAMK1D TMEM88 CSRP1 ANLN EMP2 NTPCR CDCA8 PLA1A SERTAD3 CPE PLSCR1 CD200 SCN3A NOTCH3 PSRC1 NRBP2 CLIP4 OSMR AACS ETV7 ACSF2 NUP58 GADD45A ZFHX3 KCTD20 NAA38 DIRAS3 TBX19 PDXP SH3BP1 NEDD4 COBLL1 WLS TBKBP1 PCSK9 GSTM4 HMGB2 DPT SAP30 Z83844.3 GSTM2 SRGAP3 POPDC2 CABYR SH3BP2 ANKRD52 CTSH RAB31 ZIC4 SCN2A FLNB RARRES2 AK9 SMAD6 ZIC1 OSBPL7 TNK2 SMOC1 CLK4 PALM TBCE RNF128 ZBTB10 ATP1B1 PATL2 KITLG PWP2 SATL1 WNT7B MAMSTR EMILIN3 TASOR2 MOV10L1 MEIS1 EPPK1 PRKCH MSLN LMO7 LMOD1 ANKRD37 SORT1 EBF2 ITGB1 IRF1 POLE2 ANP32E PREX1 GLE1 SLC19A2 ATP2B1 MTF1 RGL3 PLCE1 KLF15 MKX NRG1 SCRG1 INPP5B IL33 EPOR CYP24A1 AC006064.6 FSD1 SHANK1 NOP2 BUB1B RIMBP3 UCHL3 TPM3 ROBO3 PTH1R CTF1 LTBP3 DTYMK CYP2R1 STEAP2 ARPC1B ELN FGFR2 ADGRA2 DMPK SYPL2 ORAI3 CLEC11A GRIA1 TFRC ENPEP ZNF354A FCGRT STEAP1 MYL3 ADRA2A LYST KCND2 AMIGO1 NAAA MCC AGTR1 CIART CKAP5 ANO7 DEPDC1 PNRC1 ABCG2 AUTS2 TBC1D16 NID1 SULT1C2 PDLIM3 GRIK2 CPA3 BNIP3 ATP5MF-PTCD1 PRKG1 ARRB1 CCDC110 GNB3 DKK1 KLHDC1 RCBTB2 LRP4 BCDIN3D DNA2 CCDC80 SASS6 LBH AGRN CDCA3 NOTCH1 MYCBPAP SEMA3C UGCG OAS1 STAT2 FGD4 ZNF277 OAS2 ARFGEF2 EXOSC6 OAS3 MID1IP1 SMIM3 SMARCD2 OSBPL6 NEK6 SNAPC1 APOLD1 HIF1A RCN3 IL11RA UBE2T QPRT EPHA4 AARS COMTD1 EGFL7 SCRN2 KCNN4 NRIP3 ARMC4 ARHGAP22 PPM1K D2HGDH RDH5 EEF1A2 ITGA7 SYT2 LYNX1 SPIN2B ITSN1 TSPAN12 PPP1R12B GPRC5A TEX9 CRACR2A INCA1 GAA TSPAN8 MNS1 GLCE ADCK1 THBS2 GBGT1 LGR5 SCLY SPIN2A LGALS1 KRBA2 RRAGD STARD9 RNF207 CSF1 BLOC1S1 ZNF674 HSD17B14 HEBP1 PROM2 NXF3 TTPA MYOM1 TBC1D8B AKAP5 HSPA2 ZBTB25 INSIG2 TIMELESS COL8A1 RFWD3 TICRR FOXO3 TLE4 GMNN USP13 CHTF18 TLR2 PIF1 ERFL MLKL RAB11FIP1 SPTBN4 VPS37C NAGA RECK USP36 PHTF2 PRDX1 RIPOR2 CSE1L A2M APCDD1 KBTBD8 SNRPA1 TET1 SCX LUM LSMEM1 MAPRE2 DCN HHLA3 TRIOBP ZNRF1 KIF22 HSD3B7 SPOCK3 RYR2 ATF4 NRXN3 NR6A1 PLEKHA4 GCC2 CD109 PCDH10 TMEM19 TIMP2 THAP2 WDR27 ANKDD1A ZXDB RRAS ROBO4 P3H1 SATB1 FSTL1 ZXDA CHRM3 LRMDA NRROS RNF175 ACTN1 ECM1 WASF3 ZDHHC15 PPP1R15A FMN2 CCIN ADAM21 RNF157 MPP7 HIST4H4 H2AFJ GREM2 PRRX2 ITM2C PDZRN3 MYL12A SVBP RAD51AP2 GPX3 CTH RGS7 PTPRJ HOXA7 HOXA4 OLFML2A COTL1 ITGAV PTGES RGS20 SPIN4 POLQ VSNL1 ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 DONSON MGP FOXN2 SMCO3 SFRP2 TLE3 ALX3 CLDN11 NABP1 ATP8B2 RACGAP1 CCP110 POMK CREB3L1 MYH10 MELTF DCHS2 IL6R KMO CAVIN1 CHML CNTN3 EXO1 CADM1 CMSS1 SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD NUCB1 LDHD XPOT PRRT2 STAC FRYL TCEA1 ERP27 SOCS2 AC137834.1 CEP170 PEX5L BMT2 NASP NUPR1 GTSE1 ZFP2 FMO1 TMEFF2 SGF29 EMILIN1 CPT1C KCNC4 AC017083.3 HERC5 PNO1 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 SYT16 MAMDC4 PLEKHA6 INSC SCN4B PEX11A RBM15 CYP7B1 COLEC12 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 TRHDE ANKRD6 ULBP2 ULBP1 ANKEF1 PLEKHG3 CDR2 CTSS PPFIA4 GFOD1 CTSK DGKG CRLF1 RAI14 GOLGA3 LDLRAD4 FMO4 RGMB BMP1 AMH ETV5 GDF5 GIMAP2 VKORC1 LIMS1 ARHGDIB PKP2 ERN1 EPHA2 CALCRL JADE3 SEC22B PRCP TPCN1 AP1AR DBF4 ADORA1 ZBTB18 CACNA2D1 NEGR1 LSM11 ABLIM2 ARHGEF19 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS WWOX CDH8 IQCD CHI3L1 ZNF624 FANK1 CEP83 PRRC2C RERG PTPRO MAF TRANK1 TEX2 DDIT3 IFNGR1 BCL2L12 RNF227 FAT3 ACADL DPYSL4 BTG2 INHBE FMOD PRELP PROK1 TLE1 ATP2B4 C1QTNF1 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 ABCA3 PIWIL4 G6PD ZNF423 NFASC TRAPPC1 SDSL SNAI1 ULBP3 PHF19 TNFAIP3 AK3 TM4SF1 ERCC6 CXCL8 CDH11 RASL11A KIF6 LCNL1 PTGDS CXCL6 CDADC1 LONP1 PF4V1 CXCL1 SFPQ PF4 CPNE8 ZGRF1 SMYD3 SLC2A1 GINS2 PLEKHS1 MAGI3 RAB3B GTF2A1L ATAD5 ZBED6 CHD1 PAQR5 CXCL5 CXCL3 POLE PHLDA1 PCLO UBAP1L P4HB ADAM12 FBXO48 AHCTF1 NCS1 PACSIN3 GPRC5B FGD6 TM4SF4 CLIC3 ARHGAP24 KIF23 TNFSF4 MLLT11 ZNF695 CHURC1 MESP1 LDB2 ETNK2 RNF122 SEMA6C CXCL2 SMURF2 EAF2 ARSB FKBP7 NR4A2 NLRP3 ZNF396 GPR85 DLX1 PGAM5 RAB15 TBX3 ARFGEF3 TRAF1 CHURC1-FNTB ZSWIM4 HSPA5 SULT1A1 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 CKS1B ASIC1 ZNF660 MOCS1 NUAK2 CASP4 DMGDH DBNDD2 DAAM2 FTL BHMT2 ASS1 ZNF235 PTPN22 MCEE CRYGS FAM133A CDK18 SEMA3E LNX2 ADGRL3 CYP27C1 TRIM58 LRRC66 GRAP2 GDPD5 CDK2AP2 HSCB ZNF285 EBF1 DARS2 DNAJB5 PWWP2B NUCKS1 GALNT1 CENPL EBNA1BP2 RAB29 VCAN C5 SMCR8 PDE7A GYS1 CCNF RNF182 RAD51AP1 PIK3AP1 DLG1 PRIM1 SPATA18 CLEC2D TTLL6 RAB7B RUNX1T1 HIST2H3PS2 GNPNAT1 FUZ HRK ARL6IP5 NPTX1 ARL17A FAM72A DNAH7 EHBP1L1 NTN1 NSUN5 ALYREF NPB ENDOD1 APOC3 CHI3L2 JMY MPZL3 SESN3 NHLRC4 SORBS2 FRMPD3 DENND2D TTC9 CD83 SGO2 NPY2R PNMA2 BNIP3L CSTA DLX2 RASSF5 ACOT7 JAG1 KSR2 PRPS1 ZNF501 DYRK3 RFC4 ARHGEF9 C10orf90 FOXC2 MAP3K9 DCLRE1B BTF3L4 SMCO4 ROBO2 MDN1 NKX6-2 TENT4B APOA1 NTN4 JARID2 PCGF5 PRDX4 MCCC1 PKNOX2 AC005832.4 DYRK4 HAPLN1 RBM38 PSMC3IP AMDHD1 CCDC28A LMNB2 HIRIP3 KRT15 TBC1D30 ASAP2 FAM162A SH3RF3 PFKFB2 RFC5 MELK CLDN7 KIF21A HOMER1 DTX3 SUMF1 BAMBI C4BPB CACYBP CCDC28B KRT19 C4BPA CALCOCO2 ARMC9 ARHGEF25 GABARAP CDK17 OSBPL5 KRT14 ADRA1B IL12B SECTM1 CCDC88A NREP KIAA0040 PVR SERPINH1 CLTCL1 EFNA4 EFNA3 TMEM234 EFNA1 KRT16 ADCY7 EFHB LIMA1 FRMD3 ADIPOQ DPM3 SLC7A5 ABCC3 FIBCD1 PIMREG PITPNM3 PIFO BTBD3 GADD45B FANCA GAN MYLIP PAPPA2 LMO3 IL6 CHEK1 DENND2C CIT CYB5R3 WDR34 NCAPG MRNIP LCORL FOXP2 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 PODNL1 UGT1A4 CENPI MUC1 ABCA2 UGT1A6 GSN KCTD12 SQSTM1 NUDT8 UGT1A8 AATK EDIL3 GALNT5 UGT1A10 OVGP1 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ORC1 ATP7B ERMN ABCD2 TAF4B GCN1 IL27RA MID2 GMPR GNG7 NRAS LRP1 CCDC112 ZNF469 SAT1 VCP RASAL2 MAFG TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 STARD4 NCAPG2 STK17B HSPB2 CRYAB HMGA2 TYRP1 CLEC2B MARCH9 CGB8 RALGPS2 A4GALT IDH2 RPL39L PLXNA2 ANGPTL1 NKD1 AXIN2 CSRNP3 DCLK1 CNN1 SAMD1 KRT17 GULP1 LRRK2 SETDB2 RBM24 TMPO TCF4 LAMB3 CMTM3 PLEKHG5 CLEC12B CMIP SAPCD2 AGPAT4 TIE1 HSD11B1 ASF1B G0S2 EDNRA MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 CMTM4 THBS3 PRKCA CMC1 AZI2 IRF6 POU2F2 UTP25 TNFRSF25 C1QTNF12 RBMS3 SIPA1L1 FANCG RTP4 ABL2 PDGFRA KLHL24 BCL6 CASP1 TICAM2 TMED7-TICAM2 LMO2 GALNT3 LNX1 NOD2 IRAK3 ZNF519 PPP1R3C GPX7 SELENBP1 COMP CDO1 INKA2 KIF15 KCNH1 ACP5 CYP27B1 AVIL COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 PCDH9 MVD CSRP2 E2F7 SIRT4 TLR3 TRAF5 TUBB3 EPGN PACSIN2 PARP9 NTF3 DGAT2 KCND3 MITF DTX3L PYCR1 PIM1 CTTNBP2NL JAK2 PPFIA3 BCAM UGP2 NEK2 SNCA CPAMD8 PRLR AK5 GRAMD1C ZNF823 ADGRL1 NAV3 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 GNAL CYTIP CDH13 CNTNAP1 DTL APAF1 ACSM5 ITPR2 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 PDZK1 MED12L SCP2 HJURP CD160 PACC1 SCN9A ESF1 ATF3 PIAS3 ABLIM1 BATF3 ANKRD35 TSPAN2 BEX4 CARD16 OLR1 NGF CDKN3 NARF ACVR1C VANGL1 ANKS1B PMP22 QTRT2 JUP CGN ZNF491 CDT1 KMT2A PARP14 ITGA10 POP5 PYCR3 SYT1 C11orf54 MAB21L3 GIP QSOX1 LRIG3 TXLNB SORBS3 CITED2 TUFT1 HSPBAP1 ANKRD34A TEDC2 CDH2 CABP1 POLR3GL IDO1 COL3A1 EPHA5 TP63 BZW1 SLC11A2 PLCD1 MLEC OSGIN1 MLYCD AREG PROX1 ACADS MCM2 ZNF526 NECAB2 PPP1R12A IDNK ZNF763 CNIH2 CCDC150 NR3C2 PODN PTK2B SAXO1 CENPF PIK3R3 B4GALT2 GUCY1B1 SCNN1D C22orf39 SEMA5B CENPX BTC APOC1 APOE AC005670.2 LRRC45 TACC2 GABARAPL1 PTGFRN FAM3C WDR90 CEMP1 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FAM13C FKBP10 CCDC24 MYB MR1 AKAP12 ZNRF3 CD9 FAM214B FUS PLD6 FLCN GKAP1 TTLL1 TTF2 KIF27 COL5A2 HES7 KREMEN1 CYP4F11 SPATA17 PDIA5 TRPM8 INKA1 IL18 UBA7 TDRKH TGFB2 ITGA6 C17orf58 KPNA2 P3H2 TFAP2E TENT5C CYP4V2 BCO2 PYCARD KLKB1 TXNIP OASL PDK1 HAUS8 OTOGL EPRS PAFAH1B3 BEX2 AC008770.4 RMND1 CLDN1 P2RX7 ZMAT4 CLDN16 ZNF625 MGLL PDGFC IL26 LETMD1 STOM PTPRQ WDR3 GLUL NEXN S100A10 KLF17 FLG HRNR SMAD9 PDCD1LG2 CD274 SFRP1 NBPF10 HTR1F YPEL3 MARC2 NOTCH2NLA CALML6 HACD2 P2RX4 DCLK2 IL1RAP RAD54L MARC1 HLX HAUS6 DUSP10 ARL4C RRAD MYLK RNASEL HHIPL2 RELB RGS16 STK38L AC129492.3 P2RY1 GINS4 PER1 RAP2B NPL NXPH3 CCDC170 RAB40B PTPRE SLC40A1 TBX15 GMNC GAS2L3 ZNF703 ACSS3 ADHFE1 LIN7A REXO5 FAM20A TRAPPC9 WIPI1 RRS1 ARSG EXOSC8 CLSPN CERS1 TRAIP ALDH3A1 ARHGEF2 AAK1 PDE3A ANGPTL2 FUBP1 SSR2 RALGPS1 GATA2 ZNF843 ACAP3 WNK4 TCEAL9 POU6F1 DNAJB4 ANKRD11 LAMC2 GUCY1A2 SMAGP NMNAT2 LMNA SAMD4A GAS2L1 SLCO1B3 ZNF697 EPHA3 SPACA6 TRIM16 ABTB2 IFI44L ERBB4 ARNTL2 CDRT1 RMI1 FMO5 MB21D2 PHGDH IMPDH1 CBFB NCF2 TGFB1I1 DNAH14 EPHB3 IKZF2 AP2M1 SRGAP1 VAV2 ZNF296 LBR CSRNP1 TRAPPC6A HAS1 CORO1A ENAH ABCA9 CDC45 PADI1 XIRP1 FPR1 ABCA8 TULP4 NTNG2 CAMK2N2 ARPC5 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 SLCO1A2 GCH1 MOCOS SYNE1 MORN3 ULK2 C1orf21 ADGRL4 LIN9 CAT NXPH4 HSF4 ANXA2 COPRS PARP1 NIBAN1 MYBL1 HYLS1 SHMT2 PUS3 FBXL8 ITPKB DRP2 PPFIBP1 PSEN2 MME ABCA6 BAHCC1 HSDL1 WDR66 KALRN FHOD3 BCL7A COL5A1 ESR1 ABCA10 LRRC43 ACTG1 WDHD1 ZNF836 ABCA5 RFC2 FSCN2 FBXO10 HMCN1 NTRK2 SEPTIN5 AC000093.1 LGALS3 SCN8A ZNF678 GEM EHF WNT9A ATP2C2 DDX31 PRG4 DMKN KIF2C PTGS2 GJA5 PLA2G4A HES1 MEF2C LRRC15 KCNJ8 RTL10 SPX ATP13A3 KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 BTBD19 MUC13 PTCH2 HEG1 ABCC9 IQCH DLGAP5 CPM DLX4 DLX3 POPDC3 OBSCN RAD54B TRIM17 CYP2D7
## 9514 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 INSRR ACVR1 HSP90B1 STAB2 NEK5 POSTN NEK3 DNAJA3 PDK3 UBE2L6 FAM20C MSH5-SAPCD1 PNCK UBE2H CCL7 MSH5 RAB26 CCL8 PGF CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 CLEC3B ALPK2 ROS1 ABCC2 TUBE1 SYN2 CCN6 MYO19 JCHAIN KATNAL2 RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB CTSB PCOLCE TRIB3 HELLS P2RX5 FARSB FGF10 HSPA1A HELZ2 PFKL TAP1 DNAJA4 RAB33A COL13A1 MLH3 CDK15 SLIT2 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CD44 CCT6B EHD3 ATP11A ST8SIA4 MAP3K1 POLA1 MYO7B HBEGF CHKA ROR2 PXK GPNMB EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 IRAK2 PRKDC PAK3 EGFR RASD1 EHD4 SDCBP P2RX6 PDK4 TMEM184A MANF PKM PRKAG2 HASPIN ADA2 ABCA7 RTEL1 RAB9A PMS2 GFPT2 MSTN GLYCTK TTLL3 PRKCE TRIB1 RTEL1-TNFRSF6B LTBP4 VTN TRPM2 NRP2 ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA KIF20A AL669918.1 ENPP1 PTN HIPK2 NLRP10 GK CAMKK1 DNAH1 NIN PRAG1 MCM8 SERPINE2 PRKY HSPE1 SLIT3 DGKI BGN TUBB2A HSPD1 IARS HK2 SAMHD1 PNP PFKFB3 VEGFB TNXB MCM4 EVA1C CCN2 TUBB2B COL25A1 IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 NARS PLK2 CLIP3 RSKR RAB3A ATP8B1 CHST15 ELANE PKDCC DCK MAP2K3 ANG RRM1 SRXN1 MYO1F DAPK1 ATP9A MCM6 HSPA13 CHD7 ITGA2 TRIO SAR1A ITPKC COL5A3 RTN4RL1 LIPC RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 GNL3 ACTR3B ORC5 ADA ERCC6L KIF3C ABCC6 RANBP17 PAICS CHST12 ARL3 PTCH1 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 ASNS CCN5 SYN1 HS3ST5 RUNX1 VEGFA HSPA14 LY96 LTF STK26 KIF24 ACTN4 RND3 GRK5 TGFBR2 ADAMTS3 UBE2QL1 ACBD7 FKBP4 MPPED2 TNFAIP6 KIF5B VIT APOB MAP4K4 FBLN7 ACTG2 TSSK4 TWNK MYO1D ARL4D DNM1 NOA1 RSPO3 STK36 CDKL3 NTRK3 TBCK RHOBTB1 MYO10 DDX21 SULF1 CEMIP CLCN4 HSPA12B MYO18A ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH RSPO2 ATAD3B SPATA5 MCM7 SEPTIN4 ADAMTS1 ADAMTS5 HPSE VRK1 FGFRL1 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB ACVR1B RAB27B TAOK1 SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 NME3 CCN3 TTLL7 HMMR GAL3ST4 FGF1 DYNC1H1 PNPLA3 HSPA8 FBN1 PIK3CD STK33 SOD3 IQCA1 WARS HYOU1 TOP2A NDNF SPON2 SLC19A1 ILK ADAMTS15 NME1 SPHK1 RAD51B LGALS9 RHOV GCKR MYH9 CDKL5 KSR1 AXL PDE4D ACAN FCSK ABCA13 NUAK1 CKB PDE5A DDX39A PBK HAPLN3 SLFN5 MYH2 IPPK TGFBR1 ECM2 MYH1 DMC1 HSPA4L BRIP1 TPK1 CDA PINK1 SAA1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 ADGRG1 SEMA5A PLK4 MX2 KIF17 PDIK1L NIM1K FN1 TNC FGR MAP3K12 TNIK PFKFB4 TTK ATP1A2 ATP8B3 PRNP CCN1 YARS SIK1 LMTK2 CDK12 SEPTIN6 CD14 RAD51 ADCY8 ACACB XRCC3 COL11A1 TUBA3C RPS6KA4 RHOB LTBP2 RBKS TUBB4B LPL STK40 MET SLFN13 GK5 POLR1B ABI3BP TARS MYH3 LAMA1 FIGNL1 TOR4A PKN3 RAPGEF2 ITPKA MX1 ROR1 FST MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A COL16A1 CDK2 LARS MUSK KIF11 ENG HSPA9 ATAD2 FGF7 BMP2K GAP43 ATP10A SMC1A LPAR1 SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B ATP2A1 RHEBL1 SMC4 ATP6V1B2 GNAZ RAB20 DYRK1B RIPK4 SGK1 MYH15 MMP7 NMNAT3 AK4 PTPRF CNGB1 RAB39B THY1 TLR4 ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 MDK CNBD2 PANK1 MCM5 APLP1 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 SULF2 GBP4 GBP5 DHX58 MYLK2 GAL3ST3 MAP2K2 MASTL ACSL1 MAGI1 LBP CAMK2B TUBA1C TUBA1A HSPA6 CFH ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK PCOLCE2 TOP1 PAPSS2 ACSL5 KIF4A MKNK2 KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 DDR2 RAB9B MYH7B PTPRC TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 THBS1 PAK4 EPHB1 KIF14 AURKA TGFBR3 GTPBP2 SMC2 ACOT11 TUBB1 CLCN5 OPLAH PEX6 DHX33 KIF21B DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R GNAO1 PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 AURKB PPCS UBE2S PARS2 COLQ TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB FGF2 RHOD RIMKLB SARS CAMK4 RSPO1 MAP3K5 LAYN PFAS MYO1E HCK MSH2 SCARB1 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR CD200 NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 NID1 PRKG1 DNA2 CCDC80 AGRN OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS EEF1A2 CRACR2A ADCK1 THBS2 RRAGD STARD9 HSPA2 CHTF18 TLR2 PIF1 MLKL DCN KIF22 SPOCK3 RRAS FSTL1 GREM2 ITM2C POLQ CCN4 ATP8B2 POMK MYH10 CRISPLD2 PIK3C2B CTSS CTSK DGKG GIMAP2 ERN1 EPHA2 ADORA1 DDX58 ALPK1 RAB30 MARS CHI3L1 RERG TRANK1 ACADL PRELP ATP2B4 PCK2 ABCA3 AK3 ERCC6 RASL11A KIF6 CXCL6 LONP1 PF4V1 PF4 MAGI3 RAB3B ATAD5 CHD1 KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 DARS2 RAB29 VCAN TTLL6 RAB7B ARL17A DNAH7 CHI3L2 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 HAPLN1 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ADIPOQ ABCC3 FIBCD1 CHEK1 CIT CYB5R3 FYN ABCA2 AATK OVGP1 NRP1 TUBG1 ORC1 ATP7B ABCD2 NRAS LRP1 VCP STK17B DCLK1 LRRK2 TIE1 GUCY1A1 THBS3 PRKCA ABL2 PDGFRA NOD2 IRAK3 COMP KIF15 PGK1 BMP4 MVD TUBB3 PARP9 PIM1 JAK2 UGP2 NEK2 AK5 NAV3 MTHFD1L GNAL APAF1 ACSM5 SCP2 ACVR1C EPHA5 MCM2 IDNK PTK2B GUCY1B1 APOE TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL SFRP1 P2RX4 DCLK2 RAD54L ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 LAMC2 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 DNAH14 EPHB3 ABCA9 ABCA8 GCH1 ULK2 ITPKB ABCA6 KALRN COL5A1 ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 1443 ADAMTS13 KDR IGF1 CALR CCN6 LAMB2 TSPAN4 GPNMB EGFR FERMT3 LTBP4 VTN IGF2 PTN TNXB CCN2 ITGA2 DMD CCN5 ADAM10 ACTN4 S1PR3 LAMA3 COL4A3 IBSP SPP1 ADAMTS5 CXCL12 MMP14 CCN3 FGF1 FBN1 ILK FAP LAMB1 ITGB2 MYH9 ICAM4 VCAM1 ICAM1 ECM2 ICAM5 MFGE8 ICAM3 ADAM11 FN1 TGFBI CCN1 FBLN5 CX3CL1 FRMD5 COL16A1 F11R ESM1 CD151 THY1 ITGBL1 ITGB3 LAMA5 CD177 SEMA7A ITGB4 ADAM22 ITGB8 THBS1 ITGA5 IL1B FGF2 ISG15 EMP2 ITGB1 NRG1 TSPAN8 TIMP2 ACTN1 ITGAV CCN4 SFRP2 EMILIN1 P4HB EDIL3 LAMB3 PRKCA COMP COL3A1 CD9 COL5A1
## 5670 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 CRABP2 HSP90B1 STAB2 NEK5 NEK3 DNAJA3 PDK3 DUOX1 UBE2L6 ADAP1 FAM20C DDAH2 MSH5-SAPCD1 PNCK BAG1 RIDA UBE2H MSH5 RAB26 CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 ALPK2 PYGB ROS1 ABCC2 ALDH1B1 TUBE1 SYN2 MYO19 FABP5 KATNAL2 RNLS RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B OSBP2 HSPA12A BMPR1B TUBB PHYH TRIB3 GCAT HELLS P2RX5 FARSB TRPC4 HSPA1A HELZ2 CD320 SQLE PFKL TAP1 DNAJA4 RAB33A MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CD44 CDX1 CCT6B EHD3 ATP11A KYNU ST8SIA4 MAP3K1 PGD POLA1 MYO7B CHKA GRAMD1A ROR2 SESN1 PRTFDC1 PXK EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 NT5M IRAK2 DHCR7 PRKDC ME3 PAK3 EGFR HSD17B8 RASD1 EHD4 P2RX6 PDK4 ITPR3 PKM PRKAG2 HASPIN ABCA7 RTEL1 RAB9A PMS2 GLYCTK TTLL3 PRKCE DHFR TRIB1 ALOX5AP RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA NT5C3A KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 NT5C1B NIN CYP3A5 PRAG1 MCM8 PRKY HSPE1 DGKI LMAN1 TUBB2A HSPD1 PRR7 IARS PLOD1 HK2 SAMHD1 PNP PFKFB3 MCM4 TUBB2B IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 SQOR PKDCC DCK MAP2K3 RRM1 SRXN1 OAT SLC1A3 NPC1 MANBA CASTOR1 MYO1F DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 ITPR1 TRIO SAR1A ITPKC HINT3 ME2 RUNX3 ABCC1 PFKP NAIP CYP26B1 GOT1 ADH5 QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 FHIT ADA ERCC6L KIF3C ABCC6 RANBP17 PAICS SEC14L2 CHST12 STX3 ARL3 PTCH1 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 CYP19A1 SPR ASNS SYN1 HS3ST5 PLOD3 RUNX1 HSPA14 ID3 ACCS STK26 KIF24 ACTN4 RND3 GRK5 TGFBR2 MICAL3 UBE2QL1 ACBD7 TALDO1 FKBP4 MPPED2 TNFAIP6 KIF5B PLCL1 UGDH MAP4K4 FOLR3 ACTG2 HPRT1 TSSK4 CYP17A1 TWNK BAG3 MYO1D ARL4D GPI DNM1 NOA1 GCHFR STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 SLC2A5 MYO10 NOX4 DDX21 CEMIP CLCN4 HSPA12B MYO18A P4HA1 TM7SF2 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH DNMT1 FTCDNL1 ATAD3B SPATA5 MCM7 SEPTIN4 DHRS3 VRK1 OSBPL10 MBD2 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 GPD1L SLC27A3 NAV2 LMBRD1 TMEM173 DIRAS1 NEK10 SLC27A1 NME3 TTLL7 HMMR GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS STARD5 DHFR2 HYOU1 TOP2A SLC19A1 ILK CBS FABP2 FKBP1B NME1 SPHK1 RAD51B NR1H3 HPGD LGALS9 RHOV CYP4B1 TP53I3 MYH9 CDKL5 KSR1 AXL PDE4D ACAN FCSK ABCA13 NUAK1 CKB PDE5A DDX39A ZBTB38 PBK HAPLN3 MICAL2 SLFN5 MYH2 IPPK TGFBR1 MYH1 CYGB DMC1 HSPA4L BRIP1 SGPL1 FOXRED2 TPK1 CDA CRY1 PINK1 PRKD1 CYP1B1 GARS MOK ACLY EHD1 ACSS1 SLFN11 GRIN3B PLK4 MX2 TCN2 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 HMGCS1 TTK GMDS ATP1A2 DDAH1 NPC2 ATP8B3 CCN1 YARS SIK1 LMTK2 CDK12 VDR SEPTIN6 CYP2E1 RAD51 ADCY8 ACACB FABP3 XRCC3 TUBA3C RPS6KA4 RHOB CAV1 GRPEL2 RBKS TUBB4B TRPC6 STK40 MET SLFN13 GK5 POLR1B TARS MYH3 FIGNL1 STRA6 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ABAT ROR1 NAGS NOX5 MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A CDK2 LARS MUSK KIF11 ENG HSPA9 ATAD2 AKR1C1 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 OSBPL3 MYO15B SLC2A3 ATP2A1 RHEBL1 SMC4 ATP6V1B2 KYAT1 GNAZ CSAD AKR1C2 RAB20 DYRK1B RIPK4 SGK1 MYH15 AKR1C3 RBP1 NMNAT3 AK4 CNGB1 RAB39B ACTB CYP26A1 KIFC2 TRPC3 ABCB1 MAP3K14 SLC22A4 P4HA2 CNBD2 PANK1 MCM5 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 GBP4 GBP5 DHX58 MYLK2 GAPDH GAL3ST3 MAP2K2 MASTL APOD ACSL1 CRYL1 MAGI1 BDH2 LTB4R CAMK2B TUBA1C TUBA1A HSPA6 UHRF1 ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A SLC27A6 MKNK2 GPSM2 GPT LDHA KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 RBP4 MAOB DDR2 RAB9B MYH7B TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 POLD1 EPHB1 KIF14 AURKA GTPBP2 SMC2 PLOD2 ACOT11 TUBB1 SPTLC2 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B SESN2 KIF18B CSF1R GNAO1 PIM3 MAPK13 P4HA3 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 ZBTB21 MICAL1 AURKB PPCS UBE2S PARS2 GPT2 CRY2 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB DHCR24 REV3L RHOD RIMKLB SARS CAMK4 MAP3K5 LAYN PFAS MYO1E HCK P3H3 MSH2 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 OSBPL7 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH GLE1 ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 AGRN OAS1 OAS2 OAS3 OSBPL6 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 SYT2 CRACR2A ADCK1 RRAGD STARD9 PROM2 TTPA HSPA2 CHTF18 PIF1 MLKL KIF22 RYR2 RRAS P3H1 ITM2C CTH POLQ ATP8B2 POMK MYH10 KMO SLC1A1 LDHD FMO1 FMO3 AFP FMO2 COLEC12 PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 ADORA1 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL ATP2B4 PCK2 ABCA3 G6PD SDSL AK3 ERCC6 RASL11A KIF6 LCNL1 PTGDS LONP1 MAGI3 RAB3B ATAD5 CHD1 POLE KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 CYP27C1 DARS2 RAB29 VCAN GYS1 TTLL6 RAB7B GNPNAT1 ARL17A DNAH7 APOC3 SESN3 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 APOA1 MCCC1 AC005832.4 DYRK4 HAPLN1 PFKFB2 RFC5 MELK KIF21A CDK17 OSBPL5 ADCY7 ADIPOQ ABCC3 CHEK1 CIT CYB5R3 FYN UGT1A1 UGT1A7 UGT1A9 ABCA2 UGT1A8 AATK TUBG1 ORC1 ATP7B ABCD2 NRAS VCP AOX1 STARD4 STK17B IDH2 DCLK1 LRRK2 TIE1 GUCY1A1 WDR77 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD SIRT4 TUBB3 PIM1 JAK2 UGP2 NEK2 AK5 GRAMD1C NAV3 MTHFD1L GNAL APAF1 ACSM5 ITPR2 ALDOA SCP2 ACVR1C QSOX1 EPHA5 ACADS MCM2 IDNK PTK2B GUCY1B1 APOC1 TRPM4 TTLL1 TTF2 KIF27 CYP4F11 UBA7 P3H2 OASL PDK1 EPRS P2RX7 GLUL MARC2 P2RX4 DCLK2 RAD54L MARC1 ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 RMI1 FMO5 PHGDH IMPDH1 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 MOCOS ULK2 CAT PARP1 SHMT2 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 8309 ADAMTS13 PLIN3 KDR PKP4 ACVR1 POSTN IGF1 HIST1H3H CALR CDH6 CCN6 EZR DSP SHTN1 CNN2 TRPC4 HSPA1A ANK3 ARHGAP18 LAMB2 TSPAN4 CCS ARVCF GPNMB TENM2 EGFR VCL EHD4 SDCBP LRRC4C CDH24 CEMIP2 PKM FERMT3 LTBP4 VTN IGF2 MICALL1 PTN TNXB PKP3 CCN2 SWAP70 NUMBL ITGA4 RSL1D1 EPS8L2 ITGA2 CALD1 BZW2 RANBP1 PFKP FXYD5 STAT1 SLC3A2 SLC14A2 DMD PAICS CCN5 ADAM10 CAPZB ACTN4 HCFC1 ANXA1 S1PR3 STXBP6 CDH7 CDK5R1 KIF5B LAMA3 COL4A3 BAG3 AFDN IBSP CAMLG SPP1 ADAMTS5 CXCL12 CDH18 MMP14 SPTBN2 HIST1H3B PPL ARHGEF16 CCN3 FGF1 HSPA8 FBN1 EIF3E ILK FAP LAMB1 ITGB2 MYH9 ICAM4 VCAM1 ICAM1 PLCB3 CD1D FLNA TBC1D2 ECM2 RANGAP1 ICAM5 TES MFGE8 ICAM3 EHD1 PTPRH CDH4 H1FX DIAPH3 ADAM11 KRT18 FN1 PPP1R13L CDH10 TGFBI PDLIM1 CCN1 NLGN2 NOP56 AHNAK TJP2 TENM3 FBLN5 BAIAP2L1 CX3CL1 HIST1H3E CBL FRMD5 COL16A1 F11R CDH3 PTPRM FNBP1L CTNNAL1 CDH1 ESM1 CD151 PHLDB2 PTPRF THY1 ITGBL1 ITGB3 CIP2A FSCN1 LAMA5 CD177 TRIM25 VASP SEMA7A NECTIN1 CDC42EP1 ITGB4 ADAM22 ITGB8 LDHA TRIM29 CNN3 LRRFIP1 THBS1 PAK4 ITGA5 LASP1 IL1B RTN4 LRRC59 MMP24 FGF2 TENM4 CCNB2 ISG15 ANLN EMP2 CPE NOTCH3 COBLL1 FLNB ITGB1 NRG1 CKAP5 GPRC5A TSPAN8 PRDX1 NRXN3 TIMP2 ACTN1 MPP7 PTPRJ ITGAV CCN4 SFRP2 EMILIN1 GOLGA3 PKP2 EPHA2 FASN CDH8 PTPRO HDLBP CDH11 P4HB HSPA5 DLG1 PVR LIMA1 BAIAP2 EDIL3 GCN1 TMPO LAMB3 PRKCA COMP PACSIN2 ADGRL1 CDH13 ALDOA JUP CGN CDH2 COL3A1 BZW1 CD9 ITGA6 P2RX4 MB21D2 ANXA2 PPFIBP1 COL5A1 HMCN1 PDLIM5
## 1650 SAMD14 IQGAP3 MYL9 HIP1 SVIL SCIN TAGLN CDH6 TNS1 PPP1R9A MYO19 KATNAL2 EZR TMSB4X PDLIM2 TIAM1 SAXO2 SHTN1 DIAPH2 CNN2 ANK1 ANK3 TPM1 ANKRD2 MSRB1 ACTC1 HOMER2 MYO7B CETN2 PXK MYH11 KATNAL1 NDE1 MICALL2 EGFR VCL SPTBN5 RFLNB SDCBP MYRIP CDH24 SMTN PIP CLASP2 STX1A CLMN PRKCE SYNE3 KIF13B RHOA KIF20A SLC8A1 SKA1 CCDC88C FERMT1 DYNC1I1 FMN1 NEBL LIMCH1 SPAG5 HSPH1 DSTN ALDOC TRPM7 YWHAH CLIP3 RAB3A ANG FAM107A KCNMA1 EPS8L2 MYO1F SPIRE1 CALD1 SLC6A4 TPM2 ENC1 MAP2 FXYD5 ADORA2A AATF MAP1A MARCKS KIF18A ACTR3B DAAM1 KIF3C DMD BRCA2 SNTA1 ANK2 ARL3 KIFC1 VASH1 CAPN3 SYN1 CAPZB FAM83D KIF24 ACTN4 MICAL3 HSPB7 CDH7 SHROOM2 CDK5R1 EVL FKBP4 KIF5B CACNA1C DAG1 MAP4K4 MYO1D PRC1 DNM1 FHL3 PDLIM7 AFDN MYO10 MYO18A MYO15A SPAG8 SYNPO2 PKD2 PALLD ESPNL CDH18 CLU SPTBN2 DUSP3 TLNRD1 MYOZ2 PPARGC1A RAB27B TAOK1 LGMN TMSB15A TTLL7 MAPT LARP6 SSH2 APBB1 STMN1 CORO2B BCAS3 CORO6 NME1 MYH9 AXL TNS4 LSP1 DIAPH1 TPPP3 SKA2 FLNA PSTPIP2 LRP8 MICAL2 CDC42EP3 MYH2 MYH1 MAP1LC3A PHACTR2 SYBU TNNT1 MTSS2 MX2 EPB41L4B KIF17 CDH4 DIAPH3 PTPN3 SPATA4 LDB3 CDH10 CORO1C ABLIM3 NUSAP1 PDLIM1 SSH1 PRNP REEP1 SUN2 LMTK2 SNTB1 ADCY8 FABP3 ANTXR1 CEP70 CALM1 NRCAM EPB41L5 MYOZ1 TRPC6 AGBL4 BAIAP2L1 PLEKHH2 MYH3 MX1 FRMD5 KIF11 AJUBA DES MAP1B HAUS4 FARP2 KLHL3 TRPV4 ANXA6 MYO15B TMOD2 CDH3 STMN2 CTNNAL1 CDH1 MLPH RGS2 LZTS1 PLS3 MYH15 OBSL1 PLS1 RAB39B MSRB2 ACTB KIFC2 FMNL1 CCDC69 EPB41L4A FSCN1 HIP1R GBP1 ANXA8 VASP RABGAP1 CALM3 TMSB10 MYLK2 GAPDH CFL1 SYNPO MAGI1 CAMK2B KIF4A BRCA1 KIF20B PLK1 CNN3 TMSB15B MYH7B PTPRC PDE4B CENPE EML6 BCL2L11 SGIP1 CENPJ KIF14 MYL2 MTSS1 AFAP1 SYNE2 DCDC2 LASP1 KIF21B WASL KIF18B JAKMIP2 REEP4 FHDC1 GMFG CCSAP SYNM RFLNA MYPN S100A4 MICAL1 ADSSL1 FLNC RAB3D DISC1 ABRAXAS1 RCSD1 BIRC5 MYO1E BICD1 ACTR2 KIF26B CSRP1 ANLN PSRC1 COBLL1 FLNB TBCE LMO7 LMOD1 ITGB1 FSD1 TPM3 ARPC1B MYL3 PDLIM3 GNB3 FGD4 ARFGEF2 NEK6 STARD9 MYOM1 HSPA2 SPTBN4 MAPRE2 TRIOBP KIF22 ACTN1 WASF3 FMN2 COTL1 RACGAP1 MYH10 SORBS1 ANKRD1 SPTB RAI14 AP1AR ABLIM2 GLI1 CDH8 DPYSL4 CDH11 KIF6 RAB3B PACSIN3 KIF23 DAAM2 RAB29 DLG1 TTLL6 JMY SORBS2 C10orf90 PKNOX2 KIF21A CACYBP GABARAP CCDC88A LIMA1 FRMD3 PIFO MYLIP FYN BAIAP2 GSN MAP6 ERMN MID2 CRYAB CNN1 LRRK2 DIXDC1 ABL2 NOD2 KIF15 AVIL MAP6D1 PACSIN2 SNCA NAV3 SHROOM3 CDH13 ALDOA CAP2 ABLIM1 BEX4 CGN SORBS3 CDH2 SAXO1 APOE GABARAPL1 WDR90 FUS KIF27 PYCARD NEXN ARL4C MYLK STK38L GAS2L3 ARHGEF2 GAS2L1 CORO1A ENAH XIRP1 ARPC5 SYNE1 ANXA2 FHOD3 FSCN2 KIF2C PDLIM5 OBSCN
## 429 SAMD14 HIP1 SVIL SCIN TAGLN TNS1 PPP1R9A MYO19 EZR TMSB4X PDLIM2 SHTN1 DIAPH2 CNN2 TPM1 MSRB1 HOMER2 MYO7B PXK MYH11 MICALL2 EGFR VCL SPTBN5 MYRIP SMTN PIP CLMN PRKCE SYNE3 FERMT1 FMN1 NEBL LIMCH1 DSTN TRPM7 YWHAH ANG FAM107A KCNMA1 EPS8L2 MYO1F SPIRE1 CALD1 SLC6A4 TPM2 ENC1 FXYD5 MAP1A MARCKS KIF18A ACTR3B DAAM1 DMD SNTA1 VASH1 SYN1 CAPZB ACTN4 MICAL3 SHROOM2 CDK5R1 EVL DAG1 MYO1D FHL3 PDLIM7 AFDN MYO10 MYO18A MYO15A SYNPO2 PALLD ESPNL SPTBN2 TLNRD1 MYOZ2 TMSB15A MAPT SSH2 CORO2B CORO6 MYH9 TNS4 LSP1 DIAPH1 FLNA PSTPIP2 MICAL2 MYH2 MYH1 PHACTR2 MTSS2 DIAPH3 LDB3 CORO1C ABLIM3 PDLIM1 SSH1 SNTB1 ADCY8 ANTXR1 MYOZ1 TRPC6 BAIAP2L1 PLEKHH2 MYH3 AJUBA MAP1B KLHL3 TRPV4 ANXA6 MYO15B TMOD2 CTNNAL1 MLPH PLS3 MYH15 PLS1 MSRB2 FMNL1 FSCN1 HIP1R GBP1 ANXA8 VASP TMSB10 CFL1 SYNPO CAMK2B CNN3 TMSB15B MYH7B MYL2 MTSS1 AFAP1 SYNE2 LASP1 WASL FHDC1 GMFG MYPN S100A4 MICAL1 ADSSL1 FLNC RCSD1 MYO1E ACTR2 ANLN COBLL1 FLNB LMOD1 ITGB1 TPM3 ARPC1B MYL3 PDLIM3 FGD4 MYOM1 SPTBN4 TRIOBP ACTN1 WASF3 FMN2 COTL1 MYH10 SORBS1 SPTB RAI14 ABLIM2 DAAM2 JMY PKNOX2 CCDC88A LIMA1 GSN ERMN CNN1 LRRK2 DIXDC1 ABL2 NOD2 AVIL SNCA SHROOM3 ALDOA CAP2 ABLIM1 CGN NEXN MYLK STK38L GAS2L3 CORO1A ENAH XIRP1 ARPC5 SYNE1 FHOD3 FSCN2 PDLIM5
## 6029 ADAMTS13 SCG5 ZNF883 MAP2K5 ZFP57 HHAT CARNS1 ADAM19 RNF130 KDR XAF1 KIT ALDH18A1 ZNF385D C2 TXNRD1 DDO INSRR ACVR1 CRABP2 HSP90B1 NT5DC3 STAB2 TIMM8A NEK5 POSTN ZNF688 BARD1 NEK3 APOM BGLAP DNAJA3 PDK3 RGN CGREF1 MYL9 DUOX1 UBE2L6 HIP1 PLCB2 ADAP1 FAM20C DDAH2 MCM10 KCNIP3 ZSCAN16 MSH5-SAPCD1 LENG9 B4GALT1 CALR PNCK RIDA UBR4 UBE2H SCIN CCL7 MSH5 RAB26 CCL8 PGF PHOSPHO2 CDK6 SYTL3 RFK CDH6 TNS1 AHRR TRIP13 ARL4A TYRO3 EFL1 CLEC3B ZNF704 GEN1 ALPK2 PCDH18 PYGB NR1D2 SMPDL3A ROS1 ABCC2 TUBE1 SYN2 PRUNE2 ZNF395 CCN6 ZNF107 TIMP4 NEIL1 MYO19 ZNF181 JCHAIN FABP5 KATNAL2 MMP28 BBOX1 RNLS RPS6KA5 TAP2 NUP153 PARD3B ZNF273 CYP2U1 PDGFRB AGFG2 ZNF117 PDLIM2 PI4K2B SIK1B COL11A2 IMPA2 HSPA12A BMPR1B PPP2R3B TUBB ZNF367 ACER2 NOTCH4 CHSY3 PCOLCE PHYH RORA TRIB3 GCAT ZNF850 ZNF572 LOXL3 HELLS P2RX5 FARSB GATA6 TRPC4 FGF10 HSPA1A HELZ2 CDIP1 CD320 SQLE PFKL YPEL4 PDE1C TAP1 DNAJA4 RAB33A COL13A1 VWCE MSRB1 MLH3 CDK15 SLIT2 JAK3 HSPG2 RELN ACTC1 MAP2K1 HCN1 ZNF345 MCM3 NOLC1 CD44 ZNF789 CCT6B EHD3 ATP11A KYNU ST8SIA4 OSR2 MAP3K1 RNF39 CELSR3 POLA1 CCS MYO7B HBEGF CHKA UBR3 ROR2 CETN2 SESN1 TTC3 DNMT3B PRTFDC1 ZFAND4 PXK GPNMB TENM2 CPA4 NINL EPHB6 MYH11 DBI TERT CAPS KATNAL1 WASHC2C ZNF358 HRAS RNF217 NLRC3 GTPBP4 GYG2 IDI2 IDI1 NT5M MMP11 L3MBTL3 IRAK2 KLF11 MICALL2 RRM2B PRKDC ME3 PAK3 AMPH EGFR ARSD HSD17B8 RASD1 ZNF420 NOCT EHD4 TCF19 ZSCAN23 MICU3 GALNT10 SDCBP MYRIP ARSE CDH24 P2RX6 CEMIP2 RASA4B FKBP9 RPS27L PDK4 FZD7 TMEM184A ITPR3 LPXN PKM MYL5 PRKAG2 TNFRSF11A HASPIN NR1D1 ADA2 THRA PLCD4 ZNF589 ZNF846 NUCB2 ARSJ ABCA7 RTEL1 RAB9A PMS2 RRM2 MSTN GLYCTK SCD TTLL3 ZCCHC2 PRKCE NR2F1 DHFR TRIB1 THRB KCND1 SLC2A4RG JPH2 ALOX5AP SNN RTEL1-TNFRSF6B SALL2 LTBP4 VTN RASA4 POLR3K TRPM2 NRP2 ACTA2 DDR1 PKMYT1 TUBB6 STAMBPL1 SCUBE3 SMPD1 MIS18A HPCAL1 RPS6KA2 EPHB2 MAP3K8 KIF13B PGP CARS SOD2 TBXAS1 RHOA NT5C3A MICALL1 CPXM2 ZNF25 PSD HTR1B KIF20A AL669918.1 ENPP1 PTN HIPK2 ZNF208 NLRP10 GK CAMKK1 LOXL4 DNAH1 NT5C1B RAPGEF6 NIN SLC8A1 PGM3 CYP3A5 PRAG1 MCM8 CA9 AOPEP SERPINE2 PRKY HSPE1 SLIT3 DGKI ARHGEF28 LMAN1 RASGRP2 TUBB2A ERI1 HSPD1 ZNF781 ZNF492 NEURL1B ZNF540 PRR7 GDA F12 HIC2 CA12 IARS PLOD1 HK2 SAMHD1 HEPH PNP PFKFB3 VEGFB TNXB MCM4 EVA1C NOXO1 EGFL8 PEPD CCN2 TUT7 TUBB2B CYP21A2 CCBE1 COL25A1 LIMCH1 IP6K3 PNKD EIF2AK3 GNAI2 MMP16 DTNB DNAH5 SWAP70 CLCN7 RIMS1 SBF2 HSPH1 RHOQ OGT ANXA8L1 RARB TIMM44 TRPM7 KLF10 NUDT1 ACOX2 NARS PLK2 JAZF1 THAP8 RSKR DRD4 ALAD LIMS2 RAB3A ATP8B1 FYCO1 AL136295.5 ITGA4 ECE1 PARP12 CHST15 ZNF620 NANOS1 ELANE PRSS3 SYT15 SQOR LPCAT1 PKDCC DCK MAP2K3 ZNF730 ANG RRM1 C2CD2L SNX8 SRXN1 OAT SLC1A3 TCEA3 HAGHL DEAF1 KCNMA1 CASTOR1 RNF152 OSR1 MYO1F EFEMP1 CYTH3 LHPP FBXO43 DAPK1 ATP9A ZNF33B DECR1 MCM6 KDM7A ZNF724 ITGA1 RNF144B RPA1 HSPA13 AIFM2 CHD7 ITGA2 SLC6A4 CTSC ARSI ITPR1 ZNF573 TRIO LONRF1 SAR1A AGBL3 GPR39 ITPKC TRIM24 ZFR ME2 COL5A3 RTN4RL1 LIPC RUNX3 ABCC1 PFKP ZMAT1 TANK ASXL2 MOXD1 ADI1 NAIP CYP26B1 PDSS1 KLF2 PCDHA3 GOT1 MCTP1 PCDHA12 ZEB2 ADH5 AC126283.2 CFI QARS DTX4 PCDHAC2 CYB5A ZNF681 SALL4 LIAS NT5DC2 ADH6 ADH1A KIF18A XRCC2 PPAT RNF44 GNL3 SMAD7 MARCH4 DUS4L ACTR3B ORC5 CLGN ZNF726 FBLN2 ADA ERCC6L ASAP3 PSPH KIF3C DMD ABCC6 ENTPD7 ADAMTS10 DMRTA1 RANBP17 ZNF662 ZC3H12C PAICS SEC14L2 CHST12 STX3 ARL3 PTCH1 ADAMTS16 ADAMTS14 REM1 RENBP NRGN KIFC1 AMPD3 MARS2 COL1A2 CDK1 DAPK2 CAPN3 TNFAIP8L3 CYP19A1 LOX ASNS CCN5 LFNG SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 VEGFA MGAT5 HSPA14 KCNA4 ID3 LTF ACCS STK26 GALNT12 RNF141 KIF24 EGF ACTN4 NAALADL1 RND3 GSDMD CAPN12 ALKBH7 ZBED3 CSGALNACT2 TMEM129 CPPED1 PDE8B ARAP3 GRK5 NPR3 EXT2 TGFBR2 MICAL3 ANXA1 PDE1A VLDLR FEN1 ADARB1 ADAMTS3 UBE2QL1 STXBP6 CDH7 SLC1A2 SNX22 DPF1 CDK5R1 ACBD7 PCDHB3 PCDHB11 PCDHB7 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 MPPED2 PCDHB14 TNFAIP6 PCDHB15 NAPRT KIF5B ZNF442 CACNA1C ADAM33 PIR DAG1 PLCL1 PDE7B ZNF558 NTHL1 APOB MAP4K4 PLA2G2A COL10A1 FOLR3 FBLN7 SPARCL1 GALNT18 JADE2 PLEKHA1 CHST14 ACTG2 HPRT1 TSSK4 CYP17A1 LOXL2 TRERF1 ZDBF2 TWNK CPEB4 TCEA2 MYO1D MPND ARL4D RIMS2 RNF150 ZNF239 CPQ PCDH17 DNM1 FHL3 PDLIM7 ZNF485 NOA1 ANXA10 GCHFR SEC24A RSPO3 STK36 TRIM73 CDKL3 ZNF32 NTRK3 ZNF699 ENO2 TET3 CYBRD1 GSR ZNF524 TBCK ZNF581 RHOBTB1 PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 MT2A PCDHGB1 PCDHGA12 PCDHGA2 PCDHGA1 MYO10 MT1E MT1M PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 NOX4 PCDHGA9 PCDHGA11 DDX21 LRP1B PCDHGB2 SEC24D SULF1 MT1F ISL2 ZC3H8 CEMIP CLCN4 MT1X HSPA12B MYO18A P4HA1 ABCA1 HMGCL DDX60 MYO15A LOXL1 EXT1 RRAGC ADH1C ADH1B DGKH RSPO2 DNMT1 ZNF853 FTCDNL1 WNT5A ATAD3B SPATA5 MCM7 RUBCNL SEPTIN4 PKD2 ITGA8 ADAMTS1 ADAMTS5 ZNF177 ZC3H12D DTNA VRK1 SUV39H2 OSBPL10 REPS2 FGFRL1 MTHFD2 PRKAA2 ZNF860 POLI UBE2C CERT1 HIVEP2 CDH18 MATN3 ARHGEF5 TENT4A NMRK1 SLC25A23 ZFP36 MAP2K6 MMP14 ATAD3A SPTBN2 SYT8 LDLR SCAPER ACVRL1 FKBP14 KCNJ2 CDC6 CELSR1 TEK OMA1 STRADB HMGCR ACVR1B ITGA11 HDAC10 NUDT13 CH25H RAB27B PAMR1 TAOK1 KCNAB1 SYT7 WTIP PTER SLC27A3 NAV2 PROS1 COL27A1 TMEM173 DIRAS1 NR4A1 NEK10 KLF7 ZNF488 ZSCAN5A POLR1A NME3 CCN3 TTLL7 HMMR GAS6 GAL3ST4 FGF1 DYNC1H1 ADAMDEC1 PNPLA3 TIPARP ENPP5 HSPA8 FBN1 ADAM28 CHN1 PIK3CD ZFP36L2 STK33 NUP35 SOD3 IQCA1 WARS CYP39A1 TPP1 TKT CLSTN2 ACAP1 STARD5 COL18A1 ZBTB16 MAPT RNF24 HYOU1 CYP2S1 POLM MEGF6 FAT4 THAP10 TOP2A NDNF SPON2 SLC19A1 ISG20 ILK ST18 NSD2 CZIB ENDOU AOC2 CBS KLF6 ADAMTS15 FABP2 DZIP1L TRIM14 NME1 ENPP2 SPHK1 LONRF3 ING4 RAD51B NR1H3 HPGD RHOV CYP4B1 TP53I3 ITGB2 GCKR MYH9 CDKL5 KSR1 ALPL AXL APPL2 XYLT1 ZNF471 PDE4D ACAN AGO2 FCSK ATP23 ABCA13 NUAK1 CKB STAC2 L3MBTL4 PLCB3 CACNA2D2 PATZ1 PDE5A RASGRP3 MMP19 THOP1 CYP27A1 PSD3 LDLRAP1 FAHD2B GAB2 DDX39A PCDH19 LRP8 NPAS2 ZNF446 TSHZ1 ZNF610 FBXO5 LACTB2 ZBTB38 PBK HAPLN3 IGFBP3 NUDT14 MICAL2 MAN1C1 ARHGAP26 ESCO2 SLFN5 MYH2 CYP4X1 IPPK ASPN TGFBR1 ECM2 MYH1 CYGB EYA4 RXFP1 FTH1 DMC1 HSPA4L BRIP1 SGPL1 FOXRED2 TPK1 ZNHIT2 CDA AEBP1 PINK1 ARHGAP33 SAA1 MAP1LC3A TES PRKD1 CXXC5 MFGE8 MATN2 CYP1B1 GARS MOK GDPD1 ACLY EHD1 ZGLP1 ARHGAP32 ACSS1 SLFN11 DBF4B ADGRG1 BCKDHA SEMA5A GRIN3B TNNT1 MTSS2 PLK4 MX2 TCN2 YPEL2 G2E3 CRP KIF17 CDH4 CCNB1IP1 PDIK1L MEX3B ISCU NIM1K LDB3 FN1 FGR MAP3K12 TNIK ZNF460 PFKFB4 CDH10 NR4A3 TRABD2B TTK ABLIM3 CSGALNACT1 PEG10 GMDS OIP5 ATP1A2 DNER TIMP3 DDAH1 PDLIM1 ATP8B3 PRNP CCN1 CLYBL ZNHIT6 MARCH3 RNF180 IRF2BPL CREB5 DPF3 ESYT3 SUV39H1 NEIL3 PRICKLE1 YARS SIK1 ZNF419 LMTK2 ZNF773 CDK12 PTGS1 VDR SEPTIN6 CYP2E1 ALKBH2 PRICKLE2 RAD51 ADCY8 LARGE1 ACACB FABP3 ANTXR1 XRCC3 CALM1 F8 ZNF93 COL11A1 ADAMTS7 KLF4 TNS2 TUBA3C RPS6KA4 RHOB RNASEH2A LTBP2 AC004593.3 PGM1 FBLN5 LIMS4 PRMT3 HNF4G PLCB1 RNF208 CHN2 ZNF530 EFCAB7 RBKS AMY2B TUBB4B ZMYND15 LPL TRPC6 STK40 HHIP HS1BP3 CAPN1 MARCH10 MET CD248 ZFP14 SLFN13 AGBL4 GK5 POLR1B PLD1 CAPRIN2 ABI3BP TARS MYH3 ZBTB20 EGR1 KLF16 KMT2D FIGNL1 TOR4A ZNF417 EXD3 PKN3 CLCA2 RAPGEF2 ALDH1A3 ZCWPW1 ZNF525 ITPKA MX1 ABAT SPOCK1 ADPRM ROR1 NAGS ZNF280B ADAMTS6 ADAMTS12 FST NOX5 PLAGL1 CBL SELENOI ZNF66 MAP3K6 PLEKHF1 CRACR2B SVEP1 FSTL5 THBD ZHX2 PAPPA ADAMTS9 FHL1 CGAS SH3RF2 FAT1 TGM1 PEX2 OXSR1 LRP2 MVK PLD2 RASL10B BLM RAC2 RAB40A COL16A1 GLIS1 CDK2 LARS ZMYM5 HDAC9 MUSK ZFP90 KIF11 HSPA9 AJUBA RNF19B ATAD2 MAP1B ZNF333 GALNT16 BCHE LMO4 CHPF AKR1C1 ACE FGF7 BMP2K GAP43 ATP10A SMC1A PHLPP2 ZFP69B LPAR1 SOAT2 ZNF714 TRPV4 GCLC ANXA6 ZNF708 ZNF85 TNFSF10 BIRC3 SMG1 CMPK2 MYO15B SP110 ZNF431 RSAD2 NCEH1 HTR2C VAV3 ZFHX2 ATP2A1 RHEBL1 CDH3 SNED1 ZNF365 NPTXR TRIM59 RNF26 SMC4 ATP6V1B2 SNX18 PRDM1 KYAT1 TF ZSCAN18 CDH1 ZNF135 MLPH GNAZ AC091959.3 PRDM6 CSAD FOXP1 PLA2G4C AKR1C2 RAB20 PLS3 ZFP36L1 FAXDC2 ZCCHC8 DYRK1B RIPK4 SGK1 MYH15 RNF144A AKR1C3 MMP7 PLS1 HIVEP1 FURIN NMNAT3 PPM1N RASGRP1 AK4 PTPRF CNGB1 RAB39B THY1 MSRB2 HMOX1 ACTB APOBEC3B CYP26A1 KIFC2 GJB2 TRPC3 ABCB1 MAP3K14 SLC22A4 ZNF34 P4HA2 SAT2 RTL3 MDK CNBD2 PANK1 MCM5 APLP1 CHKB ADAMTS4 SPEG MFNG HIP1R GBP1 FANCM C1S ALDH6A1 ZMIZ1 FRMPD4 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 MARCH1 TRIM25 TPD52 ZCCHC24 SULF2 CBR3 PLCB4 ANXA8 MMP8 GBP4 ZC3H12A GBP5 DHX58 ARHGAP29 AGAP9 MMP3 CALM3 ZNF507 LPCAT2 MMP1 XXYLT1 MYLK2 TRABD2A APOBEC3F NLN ZNF425 APOBEC3G SEC23A GAL3ST3 F3 LMCD1 MAP2K2 MASTL EFEMP2 ACSL1 CRYL1 MAGI1 HDAC5 CAMK2B CADPS2 TUBA1C TUBA1A HSPA6 UHRF1 CFH ERBB3 RHOBTB3 HIVEP3 TUBA1B LMTK3 PRRG4 XYLB PPM1L ETHE1 PASK EGR2 ZNF319 ADAMTS2 NID2 MYOF PCOLCE2 TOP1 PAPSS2 ACSL5 PRDM15 KIF4A BRCA1 MKNK2 ACP7 FBN2 NT5DC4 TRIM22 PITPNM2 NPEPL1 HTR2A GPT TRIM6 KIF20B PLK1 ZSWIM5 LHX9 ING2 NEK7 TRIM29 LIG1 ENTPD1 CPZ ESYT1 NUDT18 PHC2 PPTC7 UHMK1 MAOB KLF9 DDR2 MMP15 RAB9B CALU MYH7B PTPRC CRELD2 TUBA4A PDE4B SRCAP CRIP2 HR CENPE MMP12 ACVR2B STYK1 EFHC2 MYL6 SMC1B SPARC AMD1 CDC7 THBS1 SGIP1 PAK4 WDFY2 ZNF219 POLD1 TRIM13 CRBN EPHB1 ZNF281 KIF14 AURKA RAD18 TGFBR3 GTPBP2 SMC2 ITGA5 PLOD2 ZNF385A ACOT11 TUBB1 SPTLC2 MYL2 AL035078.4 XPNPEP2 CLCN5 ZNF608 OPLAH GALNT15 ZCCHC18 KLF5 PEX6 PHYHD1 ZNF428 DHX33 LASP1 KIF21B COL1A1 GPC1 RPAIN DPYD TRIM47 DNAH2 GRIN2A IFIH1 LATS1 STK32B KLF12 SESN2 KIF18B PLSCR4 CSF1R CRIP1 GNAO1 PIM3 MAPK13 RNF32 P4HA3 PIP5KL1 PLCD3 IGF1R ACBD4 C1R NOTCH2NLC PTGIS GALNT2 ZMAT3 MKI67 RECQL4 GCA ZFAND3 EME1 NUDT15 JMJD1C S100A4 AGBL2 ATP8B4 CDKL2 S100A3 S100A2 MGMT S100A16 ZBTB21 MICAL1 ZMYND12 AURKB PPCS S100A13 UBE2S KDM6B PARS2 GPT2 NAALAD2 COLQ CRY2 PLEKHN1 STEAP4 TRIB2 ADSSL1 TESK2 CD4 RAPGEF4 RPS6KA1 B4GALT5 TK1 MMP24 SYT12 RAB3D FIGN ZNF804A RRAGB FGF2 FRRS1 DHCR24 MOB3B CHSY1 REV3L RHOD RIMKLB RBM20 KLF8 SARS CAMK4 RSPO1 MAP3K5 LAYN BIRC5 PFAS ZNF467 SLC1A5 MYO1E HCK P3H3 MGAT4C CA11 MSH2 GSDMB SCARB1 ADPRH CELSR2 FBLN1 RNF41 PRKG2 ACTR2 KPNB1 GLI2 CHRNA6 PDE11A RIPK3 KIF26B CAMK1D CSRP1 NTPCR PLA1A CPE PLSCR1 NOTCH3 NRBP2 AACS ACSF2 ZFHX3 DIRAS3 PDXP GSTM4 SAP30 GSTM2 POPDC2 CABYR RAB31 ZIC4 AK9 SMAD6 ZIC1 TNK2 SMOC1 CLK4 RNF128 ZBTB10 ATP1B1 SATL1 MOV10L1 PRKCH LMO7 EBF2 ITGB1 PREX1 GLE1 ATP2B1 MTF1 PLCE1 KLF15 INPP5B CYP24A1 AC006064.6 BUB1B LTBP3 DTYMK CYP2R1 STEAP2 FGFR2 DMPK ENPEP ZNF354A STEAP1 MYL3 KCND2 MCC ABCG2 NID1 PDLIM3 CPA3 PRKG1 LRP4 DNA2 CCDC80 AGRN NOTCH1 OAS1 FGD4 ZNF277 OAS2 OAS3 NEK6 RCN3 UBE2T EPHA4 AARS EGFL7 PPM1K D2HGDH EEF1A2 ITGA7 SYT2 ITSN1 CRACR2A GLCE ADCK1 THBS2 GBGT1 RRAGD STARD9 RNF207 ZNF674 TTPA TBC1D8B HSPA2 ZBTB25 RFWD3 USP13 CHTF18 PIF1 MLKL SPTBN4 TET1 ZNRF1 KIF22 SPOCK3 RYR2 NRXN3 NR6A1 PLEKHA4 PCDH10 TIMP2 THAP2 ZXDB RRAS P3H1 FSTL1 ZXDA CHRM3 RNF175 ACTN1 ZDHHC15 ADAM21 RNF157 GREM2 ITM2C PDZRN3 MYL12A CTH ITGAV PTGES POLQ VSNL1 NUDT4 CCN4 MGP ATP8B2 RACGAP1 POMK MYH10 MELTF DCHS2 KMO EXO1 SLC1A1 NUCB1 LDHD STAC TCEA1 ZFP2 FMO1 AC017083.3 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 SYT16 CYP7B1 COLEC12 SPTB PIK3C2B NOTCH2 TRHDE ANKEF1 DGKG FMO4 BMP1 GIMAP2 LIMS1 ERN1 EPHA2 JADE3 TPCN1 DBF4 ZBTB18 CACNA2D1 ABLIM2 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS CDH8 ZNF624 RERG TRANK1 RNF227 FAT3 ACADL PRELP ATP2B4 PCK2 ARHGAP9 ABCA3 ZNF423 SDSL SNAI1 PHF19 TNFAIP3 AK3 ERCC6 CDH11 RASL11A KIF6 PTGDS CXCL6 CDADC1 LONP1 PF4V1 PF4 CPNE8 ZGRF1 SMYD3 MAGI3 RAB3B ATAD5 ZBED6 CHD1 POLE PCLO ADAM12 NCS1 PACSIN3 FGD6 KIF23 ZNF695 CHURC1 ETNK2 RNF122 ARSB FKBP7 NR4A2 NLRP3 ZNF396 RAB15 TRAF1 CHURC1-FNTB ZSWIM4 HSPA5 TSSK2 ANPEP ZNF660 MOCS1 NUAK2 FTL BHMT2 ASS1 ZNF235 MCEE CDK18 LNX2 ADGRL3 CYP27C1 TRIM58 HSCB ZNF285 EBF1 DARS2 GALNT1 RAB29 VCAN PDE7A RNF182 PRIM1 TTLL6 RAB7B RUNX1T1 NPTX1 ARL17A DNAH7 ENDOD1 APOC3 SESN3 RASSF5 ACOT7 JAG1 KSR2 PRPS1 ZNF501 DYRK3 RFC4 MAP3K9 MDN1 TENT4B APOA1 PCGF5 MCCC1 AC005832.4 DYRK4 HAPLN1 AMDHD1 ASAP2 SH3RF3 PFKFB2 RFC5 MELK KIF21A DTX3 SUMF1 CDK17 OSBPL5 CCDC88A ADCY7 EFHB LIMA1 ADIPOQ ABCC3 FIBCD1 PITPNM3 MYLIP PAPPA2 LMO3 CHEK1 CIT CYB5R3 FOXP2 FYN UGT1A1 STT3A UGT1A7 UGT1A9 ABCA2 GSN SQSTM1 NUDT8 UGT1A8 AATK EDIL3 GALNT5 NRP1 TUBG1 SCD5 ORC1 ATP7B ABCD2 MID2 GMPR NRAS LRP1 ZNF469 SAT1 VCP AOX1 STK17B CRYAB TYRP1 MARCH9 IDH2 NKD1 DCLK1 LRRK2 SETDB2 TIE1 MASP1 GUCY1A1 THBS3 PRKCA CMC1 ABL2 PDGFRA BCL6 LMO2 GALNT3 LNX1 NOD2 IRAK3 ZNF519 COMP CDO1 KIF15 KCNH1 ACP5 CYP27B1 PGK1 BMP4 CYBA PCDH9 MVD CSRP2 SIRT4 TRAF5 TUBB3 PACSIN2 PARP9 KCND3 DTX3L PIM1 JAK2 UGP2 NEK2 SNCA PRLR AK5 ZNF823 NAV3 PITPNC1 MTHFD1L GNAL CDH13 APAF1 ACSM5 ITPR2 ALOX15B SCP2 SCN9A PIAS3 ABLIM1 ACVR1C QTRT2 ZNF491 KMT2A ITGA10 SYT1 C11orf54 QSOX1 CDH2 CABP1 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 ACADS MCM2 ZNF526 NECAB2 IDNK ZNF763 NR3C2 PTK2B B4GALT2 GUCY1B1 APOC1 APOE AMDHD2 TRPM4 ALOXE3 FKBP10 ZNRF3 FUS PLD6 TTLL1 TTF2 KIF27 COL5A2 CYP4F11 UBA7 ITGA6 P3H2 CYP4V2 BCO2 KLKB1 OASL PDK1 EPRS P2RX7 ZMAT4 ZNF625 GLUL S100A10 KLF17 FLG HRNR SMAD9 SFRP1 HTR1F YPEL3 MARC2 NOTCH2NLA CALML6 P2RX4 DCLK2 RAD54L MARC1 ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ZNF703 ACSS3 ADHFE1 WIPI1 ARSG TRAIP ARHGEF2 AAK1 PDE3A GATA2 ZNF843 ACAP3 WNK4 LAMC2 GUCY1A2 NMNAT2 ZNF697 EPHA3 TRIM16 IFI44L ERBB4 FMO5 IMPDH1 TGFB1I1 DNAH14 EPHB3 IKZF2 VAV2 ZNF296 LBR ABCA9 PADI1 ABCA8 BEX3 GCH1 MOCOS ULK2 ADGRL4 CAT ANXA2 PARP1 SHMT2 ITPKB DRP2 MME ABCA6 KALRN COL5A1 ESR1 ABCA10 ACTG1 ZNF836 ABCA5 RFC2 HMCN1 NTRK2 SEPTIN5 AC000093.1 SCN8A ZNF678 GEM ATP2C2 DDX31 KIF2C PTGS2 PLA2G4A KCNJ8 ATP13A3 PDLIM5 SEPTIN1 PLK3 HEG1 ABCC9 CPM POPDC3 OBSCN RAD54B TRIM17 CYP2D7
## 31 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 DUOX1 UBE2L6 FAM20C MSH5-SAPCD1 PNCK BAG1 UBE2H MSH5 RAB26 CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 ALPK2 ROS1 ABCC2 ALDH1B1 TUBE1 SYN2 MYO19 KATNAL2 RNLS RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 SQLE PFKL TAP1 DNAJA4 RAB33A MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CDX1 CCT6B EHD3 ATP11A MAP3K1 PGD POLA1 MYO7B CHKA ROR2 PRTFDC1 PXK EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 NT5M IRAK2 DHCR7 PRKDC ME3 PAK3 EGFR HSD17B8 RASD1 EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 RAB9A PMS2 GLYCTK TTLL3 PRKCE DHFR TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA NT5C3A KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 NT5C1B NIN PRAG1 MCM8 PRKY HSPE1 DGKI TUBB2A HSPD1 IARS HK2 SAMHD1 PFKFB3 MCM4 TUBB2B IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 SQOR PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 TRIO SAR1A ITPKC HINT3 ME2 RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 FHIT ERCC6L KIF3C ABCC6 RANBP17 PAICS CHST12 ARL3 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 SPR ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 RND3 GRK5 TGFBR2 MICAL3 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B UGDH MAP4K4 ACTG2 HPRT1 TSSK4 TWNK BAG3 MYO1D ARL4D DNM1 NOA1 STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 MYO10 NOX4 DDX21 CLCN4 HSPA12B MYO18A TM7SF2 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH DNMT1 ATAD3B SPATA5 MCM7 SEPTIN4 DHRS3 VRK1 MBD2 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 GPD1L SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 SLC27A1 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS DHFR2 HYOU1 TOP2A SLC19A1 ILK FKBP1B NME1 SPHK1 RAD51B HPGD RHOV TP53I3 MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB PDE5A DDX39A ZBTB38 PBK MICAL2 SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 FOXRED2 TPK1 CRY1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 MX2 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK GMDS ATP1A2 ATP8B3 CCN1 YARS SIK1 LMTK2 CDK12 SEPTIN6 RAD51 ADCY8 ACACB XRCC3 TUBA3C RPS6KA4 RHOB GRPEL2 RBKS TUBB4B STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ROR1 NOX5 MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B ATP2A1 RHEBL1 SMC4 ATP6V1B2 GNAZ RAB20 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 RAB39B ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 GBP4 GBP5 DHX58 MYLK2 GAPDH GAL3ST3 MAP2K2 MASTL ACSL1 CRYL1 MAGI1 BDH2 LTB4R CAMK2B TUBA1C TUBA1A HSPA6 UHRF1 ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A SLC27A6 MKNK2 GPSM2 LDHA KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 MAOB DDR2 RAB9B MYH7B TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 POLD1 EPHB1 KIF14 AURKA GTPBP2 SMC2 ACOT11 TUBB1 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R GNAO1 PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 ZBTB21 MICAL1 AURKB PPCS UBE2S PARS2 CRY2 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB DHCR24 REV3L RHOD RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 CRACR2A ADCK1 RRAGD STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 RRAS ITM2C POLQ ATP8B2 POMK MYH10 KMO LDHD FMO1 FMO3 FMO2 PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL ATP2B4 PCK2 ABCA3 G6PD AK3 ERCC6 RASL11A KIF6 LONP1 MAGI3 RAB3B ATAD5 CHD1 POLE KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 DARS2 RAB29 TTLL6 RAB7B ARL17A DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK TUBG1 ORC1 ATP7B ABCD2 NRAS VCP AOX1 STK17B IDH2 DCLK1 LRRK2 TIE1 GUCY1A1 WDR77 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD SIRT4 TUBB3 PIM1 JAK2 UGP2 NEK2 AK5 NAV3 MTHFD1L GNAL APAF1 ACSM5 SCP2 ACVR1C QSOX1 EPHA5 ACADS MCM2 IDNK PTK2B GUCY1B1 TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 RMI1 FMO5 PHGDH IMPDH1 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 ULK2 CAT PARP1 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 10841 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 DUOX1 UBE2L6 FAM20C MSH5-SAPCD1 PNCK BAG1 UBE2H MSH5 RAB26 CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 ALPK2 ROS1 ABCC2 ALDH1B1 TUBE1 SYN2 MYO19 KATNAL2 RNLS RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 SQLE PFKL TAP1 DNAJA4 RAB33A MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CDX1 CCT6B EHD3 ATP11A MAP3K1 PGD POLA1 MYO7B CHKA ROR2 PRTFDC1 PXK EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 NT5M IRAK2 DHCR7 PRKDC ME3 PAK3 EGFR HSD17B8 RASD1 EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 RAB9A PMS2 GLYCTK TTLL3 PRKCE DHFR TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA NT5C3A KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 NT5C1B NIN PRAG1 MCM8 PRKY HSPE1 DGKI TUBB2A HSPD1 IARS HK2 SAMHD1 PFKFB3 MCM4 TUBB2B IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 SQOR PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 TRIO SAR1A ITPKC HINT3 ME2 RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 FHIT ERCC6L KIF3C ABCC6 RANBP17 PAICS CHST12 ARL3 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 SPR ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 RND3 GRK5 TGFBR2 MICAL3 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B UGDH MAP4K4 ACTG2 HPRT1 TSSK4 TWNK BAG3 MYO1D ARL4D DNM1 NOA1 STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 MYO10 NOX4 DDX21 CLCN4 HSPA12B MYO18A TM7SF2 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH DNMT1 ATAD3B SPATA5 MCM7 SEPTIN4 DHRS3 VRK1 MBD2 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 GPD1L SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 SLC27A1 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS DHFR2 HYOU1 TOP2A SLC19A1 ILK FKBP1B NME1 SPHK1 RAD51B HPGD RHOV TP53I3 MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB PDE5A DDX39A ZBTB38 PBK MICAL2 SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 FOXRED2 TPK1 CRY1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 MX2 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK GMDS ATP1A2 ATP8B3 CCN1 YARS SIK1 LMTK2 CDK12 SEPTIN6 RAD51 ADCY8 ACACB XRCC3 TUBA3C RPS6KA4 RHOB GRPEL2 RBKS TUBB4B STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ROR1 NOX5 MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B ATP2A1 RHEBL1 SMC4 ATP6V1B2 GNAZ RAB20 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 RAB39B ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 GBP4 GBP5 DHX58 MYLK2 GAPDH GAL3ST3 MAP2K2 MASTL ACSL1 CRYL1 MAGI1 BDH2 LTB4R CAMK2B TUBA1C TUBA1A HSPA6 UHRF1 ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A SLC27A6 MKNK2 GPSM2 LDHA KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 MAOB DDR2 RAB9B MYH7B TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 POLD1 EPHB1 KIF14 AURKA GTPBP2 SMC2 ACOT11 TUBB1 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R GNAO1 PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 ZBTB21 MICAL1 AURKB PPCS UBE2S PARS2 CRY2 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB DHCR24 REV3L RHOD RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 CRACR2A ADCK1 RRAGD STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 RRAS ITM2C POLQ ATP8B2 POMK MYH10 KMO LDHD FMO1 FMO3 FMO2 PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL ATP2B4 PCK2 ABCA3 G6PD AK3 ERCC6 RASL11A KIF6 LONP1 MAGI3 RAB3B ATAD5 CHD1 POLE KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 DARS2 RAB29 TTLL6 RAB7B ARL17A DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK TUBG1 ORC1 ATP7B ABCD2 NRAS VCP AOX1 STK17B IDH2 DCLK1 LRRK2 TIE1 GUCY1A1 WDR77 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD SIRT4 TUBB3 PIM1 JAK2 UGP2 NEK2 AK5 NAV3 MTHFD1L GNAL APAF1 ACSM5 SCP2 ACVR1C QSOX1 EPHA5 ACADS MCM2 IDNK PTK2B GUCY1B1 TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 RMI1 FMO5 PHGDH IMPDH1 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 ULK2 CAT PARP1 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 1598 PDGFA CTSB PCOLCE CD44 DDR1 CCBE1 ITGA1 ITGA2 COL5A3 SMAD7 LOX PPIB SPARCL1 ADGRG6 ITGA11 COCH ASPN ECM2 AEBP1 ADGRG1 COL14A1 FN1 TGFBI ANTXR1 MRC2 ABI3BP SPOCK1 COL6A1 COL6A2 NID2 PCOLCE2 DDR2 MMP12 SPARC THBS1 ITGB1 NID1 LUM DCN SPOCK3 P3H1 CTSS CTSK C1QTNF1 SERPINH1 COMP ITGA10 PODN LRRC15
## 10865 POSTN CCL7 CCL8 PGF CLEC3B CCN6 PCOLCE FGF10 COL13A1 SLIT2 HBEGF GPNMB DBI TMEM184A ADA2 MSTN VTN NRP2 ENPP1 PTN SERPINE2 SLIT3 VEGFB TNXB EVA1C CCN2 COL25A1 CHST15 ELANE ANG ITGA2 COL5A3 RTN4RL1 LIPC CHST12 PTCH1 CCN5 HS3ST5 VEGFA LTF ADAMTS3 ACBD7 APOB FBLN7 RSPO3 HMGCL RSPO2 ADAMTS1 ADAMTS5 SUV39H2 FGFRL1 NAV2 CCN3 GAL3ST4 FGF1 PNPLA3 FBN1 SOD3 NDNF CBS ADAMTS15 ECM2 TPK1 SAA1 ADGRG1 SEMA5A FN1 PRNP CCN1 ACACB COL11A1 LTBP2 LPL ABI3BP FST COL16A1 FGF7 SOAT2 ANXA6 MMP7 PTPRF MDK PANK1 APLP1 ALDH6A1 PC GAL3ST3 CFH PCOLCE2 PTPRC THBS1 TGFBR3 ACOT11 ACBD4 COLQ FGF2 RSPO1 GSTM4 GSTM2 FGFR2 CCDC80 AGRN THBS2 RYR2 FSTL1 GREM2 PTGES CCN4 BMT2 CRISPLD2 ACADL PRELP CXCL6 PF4V1 PF4 ACOT7 MCCC1 NRP1 LRP1 THBS3 COMP BMP4 SCP2 APOE SFRP1 LAMC2 COL5A1
## 8310 SLIT2 BGN ITGA2 FBLN2 VEGFA DAG1 SPARCL1 ADGRG6 SPP1 ADAMTS5 ADAMTS15 ADGRG1 TGFBI CCN1 COL11A1 CD248 SPOCK1 TINAGL1 ITGB3 OLFML2B SPARC THBS1 GPC1 SSC5D SMOC1 ITGB1 ELN NID1 AGRN LGALS1 DCN SPOCK3 ECM1 OLFML2A ITGAV CTSS NTN4 BCAM ITGA6 ANXA2 LGALS3 LRRC15
## 5943 KDR KIT ALDH18A1 EMSY ACVR1 CEBPB BARD1 ALDH4A1 HIP1 MCM10 RIDA PGF TLR1 TLR6 PDGFA CDH6 PCNA AGER TRIP13 GEN1 C1QTNF2 PPP1R9A SYN2 IL17D JCHAIN FABP5 PPFIBP2 EZR FIBIN BBOX1 NUP153 MDC1 IMPA2 MUC20 PFKL CDSN TPM1 TAP1 SLIT2 HCN1 KYNU YWHAQ HOMER2 HOGA1 TAF5 CEBPD EPM2A CHKA FLRT3 PRTFDC1 TENM2 TERT KATNAL1 ANGPTL4 GRHL1 IRAK2 TFAP4 NDE1 GNPTG EGFR SEC13 CCL5 SPTBN5 MIF TGFB3 SDCBP CDH24 LY6G5B M1AP PKM FZD4 ADA2 STX1A RAB9A RRM2 MAGED1 MSTN RAB11FIP2 SH3GL3 ALOX5AP SKP2 CEBPA TPD52L1 BCL2 EPHB2 MRAP CARS SOD2 MICALL1 ODC1 ENPP1 CEP72 PRAG1 CLDN23 GREM1 CEBPG IFI27 PLOD1 SAMHD1 VEGFB EIF2AK3 ACOX2 YWHAH DRD4 ALAD ECE1 DCK ANG RRM1 SNX8 CASTOR1 LHPP DAPK1 MCM6 SLC6A4 CTSC TPM2 TFAP2A SNRPA HINT3 PFKP STAT1 ADORA2A ADH5 E2F8 MARCKS NFKBIA INHBA FHIT AHR DAAM1 PSPH B2M CASTOR2 DMRTA1 BRCA2 BLMH PAICS TPST2 RENBP COL1A2 TPST1 HSPB1 GDF6 GSTA4 STC2 DAPK2 ASNS SYN1 ADAM10 CNKSR2 VEGFA ACYP2 ACCS STK26 KIF24 ACTN4 NAALADL1 HCFC1 GSTO2 BST2 NPR3 ANXA1 CLDN15 CDH7 NMI STAT4 WRAP53 KIF5B SDC2 GDF15 HTRA1 HPRT1 HSPB6 TSSK4 CPQ VWA1 DNM1 MCU TPI1 GALE DRAP1 DDX21 ALS2CL TIAF1 P4HA1 HMGCL EXT1 SEPTIN4 PKD2 UBASH3B UHRF1BP1 CDH18 GHR LDLR KCNJ2 ERFE CD74 PLPP4 HMGCR GNPDA1 GPD1L DPP4 TMEM173 GRASP NR4A1 SLC27A1 NRN1 CST3 FBN1 NUP35 WARS TKT PDIA3 ADRB2 ZBTB16 MAPT HIST1H2BC TOP2A KCTD11 FAP CBS JUN NME1 HPGD TP53I3 MYH9 APPL2 CHAF1A NAMPT FLNA DDX39A PTX3 ZBTB38 LTBR NUDT14 GPX4 CCDC91 MIF4GD BEST1 FTH1 VIM IFIT3 CDA PRKD1 SDC1 MRAP2 SNCAIP GARS EHD1 CADM3 MCOLN2 PLK4 STIL MAD2L1 TGFB1 CRP CDH4 SH2B2 SLAMF8 FN1 PPP1R13L MAP3K12 ADRA1D CDH10 HMGCS1 NR4A3 TTK GMDS OIP5 PRNP NLGN2 ZNHIT6 AQP1 SUN2 RAD51 ADCY8 ACACB CEP70 CAV1 ADRA2C TENM3 TRPA1 GRPEL2 FBLN5 PLCB1 ARL6IP1 LPL TRPC6 KLRK1 MET SRPX2 SLAMF1 BRI3 NOP53 PLEKHH2 WDR54 TARS HAS2 ALDH1A3 MX1 ABAT GDF7 SLAMF7 ZHX2 VSIR OXSR1 ID1 MVK BLM F11R SCHIP1 ENG DES BCHE HHEX TRPV4 ANXA6 TNFSF10 HTR2C ATP2A1 CDH3 PTPRM TOPBP1 C1QTNF5 KYAT1 BCL2L1 HEXIM2 CDH1 NCAM2 PRDM6 FOXP1 RASGRP1 HMOX1 TLR4 ECT2 ACTB GJB2 ITGB3 SAT2 CIP2A PANK1 APLP1 HIP1R GBP1 C1S GBP2 PC NOG TPD52 TCERG1 GBP4 GBP5 GAPDH APOBEC3F MAFB APOBEC3G AMOTL2 NECTIN1 SLC9B2 CRYL1 CAMK2B TMEM192 UHRF1 ERBB3 GDNF BRCA1 LEPR GPSM2 CBX5 PRTG LDHA KIF20B PLK1 TRIM29 ESYT1 PHC2 UAP1 MAOB RAB9B PTPRC LRRFIP1 ZNF783 PCSK1 CD38 HVCN1 RILPL2 THBS1 CENPJ DACT3 RAD18 NQO1 APLN CLCN5 MTSS1 COL1A1 TYMP DPYD ATP5IF1 GRAMD2B IFIH1 BOK CSF1R INHBB IGF1R GCA S100A4 ALDH5A1 S100A2 S100A16 NDC80 PPCS S100A13 ADSSL1 CD4 TK1 PBLD GRB14 TENM4 SARS MAP3K5 BIRC5 BHLHE40 MSH2 SCARB1 FBLN1 PRKG2 BCAT1 ALCAM RIPK3 NOTCH3 GADD45A PDXP GSTM4 GSTM2 FLNB SMAD6 TNK2 GLE1 EPOR FSD1 SHANK1 PTH1R FGFR2 TFRC ADRA2A ABCG2 GRIK2 BNIP3 LRP4 STAT2 MID1IP1 QPRT EPHA4 RDH5 MNS1 GLCE LGALS1 CSF1 HSD17B14 MYOM1 TIMELESS TLR2 NAGA PRDX1 RIPOR2 APCDD1 MAPRE2 RYR2 NR6A1 GCC2 ACTN1 GREM2 CTH OLFML2A CLDN11 IL6R CAVIN1 CADM1 SLC1A1 RABAC1 EMILIN1 SYT16 PEX11A RGMB BMP1 GDF5 GIMAP2 ERN1 TPCN1 FASN TYMS DDX58 CDH8 PTPRO DDIT3 TLE1 C1QTNF1 SLC8B1 PECAM1 AMOTL1 G6PD SDSL TNFAIP3 CDH11 CDADC1 SFPQ SLC2A1 CXCL5 SMURF2 NR4A2 NLRP3 TRAF1 FTL ASS1 LNX2 HSCB DARS2 PIK3AP1 GNPNAT1 BNIP3L ACOT7 PRPS1 FOXC2 MAP3K9 DCLRE1B ROBO2 APOA1 PRDX4 CLDN7 SUMF1 CACYBP CALCOCO2 IL12B CCDC88A PVR ADIPOQ FOXP2 FYN BAIAP2 UGT1A1 UGT1A7 UGT1A9 UGT1A4 UGT1A6 KCTD12 SQSTM1 UGT1A8 UGT1A10 ALDH3A2 TUBG1 ABCD2 MID2 SAT1 VCP TMEM38A ATXN1 ST6GAL1 AOX1 CRYAB TYRP1 CLEC2B PLXNA2 LRRK2 TCF4 MASP1 PDGFRA BCL6 CASP1 LNX1 IRAK3 MVD E2F7 TLR3 TRAF5 PACSIN2 DGAT2 PYCR1 JAK2 UGP2 SNCA PRLR MTHFD1L CDH13 APAF1 ALDOA CAP2 BHLHE41 HJURP ATF3 CARD16 OLR1 QTRT2 JUP KMT2A PYCR3 SYT1 CDH2 TP63 MLYCD CENPF APOE FUS PLD6 GKAP1 TRPM8 TGFB2 TFAP2E PYCARD EPRS PAFAH1B3 CLDN1 P2RX7 CLDN16 MGLL PDGFC STOM GLUL S100A10 SFRP1 P2RX4 RELB NPL SLC40A1 TBX15 EXOSC8 ERBB4 IKZF2 HAS1 CORO1A BEX3 ORAI1 GCH1 SYNE1 CAT HSF4 ANXA2 PARP1 SHMT2 MME ESR1 ACTG1 HMCN1 NTRK2 SEPTIN5 PTGS2 HES1 SEPTIN1 MUC13
## 4694 MAP2K5 CARNS1 KDR KIT ALDH18A1 INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 UBE2L6 FAM20C MSH5-SAPCD1 PNCK UBE2H MSH5 CDK6 RFK TRIP13 TYRO3 ALPK2 ROS1 ABCC2 SYN2 MYO19 KATNAL2 RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 PFKL TAP1 DNAJA4 MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CCT6B EHD3 ATP11A MAP3K1 MYO7B CHKA ROR2 PXK EPHB6 MYH11 DBI KATNAL1 NLRC3 IRAK2 PRKDC PAK3 EGFR EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 PMS2 GLYCTK TTLL3 PRKCE TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 PRAG1 MCM8 PRKY HSPE1 DGKI HSPD1 IARS HK2 PFKFB3 MCM4 IP6K3 EIF2AK3 DNAH5 SWAP70 CLCN7 HSPH1 TIMM44 TRPM7 NARS PLK2 RSKR ATP8B1 CHST15 PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A MCM6 HSPA13 CHD7 TRIO ITPKC RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 ACTR3B ORC5 ERCC6L KIF3C ABCC6 PAICS CHST12 RENBP KIFC1 MARS2 CDK1 DAPK2 ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 GRK5 TGFBR2 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B MAP4K4 ACTG2 TSSK4 TWNK MYO1D STK36 CDKL3 NTRK3 TBCK MYO10 DDX21 CLCN4 HSPA12B MYO18A ABCA1 HMGCL DDX60 MYO15A DGKH ATAD3B SPATA5 MCM7 VRK1 PRKAA2 UBE2C TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB ACVR1B TAOK1 SLC27A3 NAV2 TMEM173 NEK10 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS HYOU1 TOP2A SLC19A1 ILK NME1 SPHK1 RAD51B MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB DDX39A PBK SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 TPK1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK ATP1A2 ATP8B3 YARS SIK1 LMTK2 CDK12 RAD51 ADCY8 ACACB XRCC3 RPS6KA4 RBKS STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ITPKA ROR1 MAP3K6 CGAS OXSR1 MVK BLM CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC SMG1 CMPK2 MYO15B ATP2A1 SMC4 ATP6V1B2 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG FANCM ALDH6A1 PC BUB1 SLFNL1 KCNT2 DHX58 MYLK2 GAL3ST3 MAP2K2 MASTL ACSL1 MAGI1 CAMK2B HSPA6 ERBB3 RHOBTB3 LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A MKNK2 KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 DDR2 MYH7B PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 EPHB1 KIF14 AURKA SMC2 ACOT11 CLCN5 OPLAH PEX6 DHX33 KIF21B DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 AURKB PPCS UBE2S PARS2 TRIB2 TESK2 RAPGEF4 RPS6KA1 TK1 FIGN RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 POPDC2 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS ADCK1 STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 ITM2C POLQ ATP8B2 POMK MYH10 PIK3C2B DGKG ERN1 EPHA2 DDX58 ALPK1 MARS TRANK1 ACADL ATP2B4 ABCA3 AK3 ERCC6 KIF6 LONP1 MAGI3 ATAD5 CHD1 KIF23 ETNK2 NLRP3 HSPA5 TSSK2 NUAK2 ASS1 CDK18 DARS2 TTLL6 DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK ORC1 ATP7B ABCD2 VCP STK17B DCLK1 LRRK2 TIE1 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD PIM1 JAK2 NEK2 AK5 NAV3 MTHFD1L APAF1 ACSM5 SCP2 ACVR1C EPHA5 MCM2 IDNK PTK2B TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L MYLK RNASEL STK38L P2RY1 ACSS3 AAK1 WNK4 NMNAT2 EPHA3 ERBB4 DNAH14 EPHB3 ABCA9 ABCA8 ULK2 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SCN8A ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 4167 MAP2K5 CARNS1 KDR KIT ALDH18A1 INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 UBE2L6 FAM20C MSH5-SAPCD1 PNCK BAG1 UBE2H MSH5 CDK6 RFK TRIP13 TYRO3 ALPK2 ROS1 ABCC2 SYN2 MYO19 KATNAL2 RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 PFKL TAP1 DNAJA4 MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CCT6B EHD3 ATP11A MAP3K1 MYO7B CHKA ROR2 PXK EPHB6 MYH11 DBI KATNAL1 NLRC3 IRAK2 PRKDC PAK3 EGFR EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 PMS2 GLYCTK TTLL3 PRKCE TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 PRAG1 MCM8 PRKY HSPE1 DGKI HSPD1 IARS HK2 PFKFB3 MCM4 IP6K3 EIF2AK3 DNAH5 SWAP70 CLCN7 HSPH1 TIMM44 TRPM7 NARS PLK2 RSKR ATP8B1 CHST15 PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A MCM6 HSPA13 CHD7 TRIO ITPKC RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 ACTR3B ORC5 ERCC6L KIF3C ABCC6 PAICS CHST12 RENBP KIFC1 MARS2 CDK1 DAPK2 ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 GRK5 TGFBR2 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B MAP4K4 ACTG2 TSSK4 TWNK BAG3 MYO1D STK36 CDKL3 NTRK3 TBCK MYO10 DDX21 CLCN4 HSPA12B MYO18A ABCA1 HMGCL DDX60 MYO15A DGKH ATAD3B SPATA5 MCM7 VRK1 PRKAA2 UBE2C TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB ACVR1B TAOK1 SLC27A3 NAV2 TMEM173 NEK10 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS HYOU1 TOP2A SLC19A1 ILK NME1 SPHK1 RAD51B MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB DDX39A PBK SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 TPK1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK ATP1A2 ATP8B3 YARS SIK1 LMTK2 CDK12 RAD51 ADCY8 ACACB XRCC3 RPS6KA4 GRPEL2 RBKS STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ITPKA ROR1 MAP3K6 CGAS OXSR1 MVK BLM CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC SMG1 CMPK2 MYO15B ATP2A1 SMC4 ATP6V1B2 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG FANCM ALDH6A1 PC BUB1 SLFNL1 KCNT2 DHX58 MYLK2 GAL3ST3 MAP2K2 MASTL ACSL1 MAGI1 CAMK2B HSPA6 ERBB3 RHOBTB3 LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A MKNK2 KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 DDR2 MYH7B PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 EPHB1 KIF14 AURKA SMC2 ACOT11 CLCN5 OPLAH PEX6 DHX33 KIF21B DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 AURKB PPCS UBE2S PARS2 TRIB2 TESK2 RAPGEF4 RPS6KA1 TK1 FIGN RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 POPDC2 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS ADCK1 STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 ITM2C POLQ ATP8B2 POMK MYH10 PIK3C2B DGKG ERN1 EPHA2 DDX58 ALPK1 MARS TRANK1 ACADL ATP2B4 ABCA3 AK3 ERCC6 KIF6 LONP1 MAGI3 ATAD5 CHD1 KIF23 ETNK2 NLRP3 HSPA5 TSSK2 NUAK2 ASS1 CDK18 DARS2 TTLL6 DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK ORC1 ATP7B ABCD2 VCP STK17B DCLK1 LRRK2 TIE1 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD PIM1 JAK2 NEK2 AK5 NAV3 MTHFD1L APAF1 ACSM5 SCP2 ACVR1C EPHA5 MCM2 IDNK PTK2B TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L MYLK RNASEL STK38L P2RY1 ACSS3 AAK1 WNK4 NMNAT2 EPHA3 ERBB4 DNAH14 EPHB3 ABCA9 ABCA8 ULK2 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SCN8A ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## GOID NodeSize SampleMatch Phyper Padj
## 15396 GO:0051239 3136 1250 1.421205e-41 1.839465e-37
## 7492 GO:0030334 844 432 4.979847e-41 3.222708e-37
## 3806 GO:0009653 2640 1079 1.102491e-40 4.756513e-37
## 15418 GO:0051270 991 487 4.045957e-40 1.147531e-36
## 28591 GO:2000145 906 454 4.433017e-40 1.147531e-36
## 5577 GO:0016477 1425 641 2.428397e-37 5.238457e-34
## 7417 GO:0030198 372 228 2.999710e-37 5.546463e-34
## 2754 GO:0006928 2044 858 1.635060e-36 2.285841e-33
## 14696 GO:0048731 4837 1780 1.755831e-36 2.285841e-33
## 11039 GO:0040012 977 472 1.766083e-36 2.285841e-33
## 7320 GO:0022610 1398 627 5.072162e-36 5.968090e-33
## 8702 GO:0032879 2756 1098 1.119163e-35 1.207111e-32
## 2918 GO:0007155 1391 623 1.450861e-35 1.444499e-32
## 15020 GO:0050793 2566 1033 1.815039e-35 1.678003e-32
## 8426 GO:0032502 6294 2230 1.972776e-35 1.702243e-32
## 11732 GO:0043062 425 247 7.217640e-35 5.838620e-32
## 646 GO:0001944 692 357 8.041395e-35 5.940956e-32
## 11038 GO:0040011 1813 771 8.262165e-35 5.940956e-32
## 14811 GO:0048856 5885 2100 8.737544e-35 5.952107e-32
## 439 GO:0001568 663 345 1.225653e-34 7.931813e-32
## Term Ont
## 15396 regulation of multicellular organismal process BP
## 7492 regulation of cell migration BP
## 3806 anatomical structure morphogenesis BP
## 15418 regulation of cellular component movement BP
## 28591 regulation of cell motility BP
## 5577 cell migration BP
## 7417 extracellular matrix organization BP
## 2754 movement of cell or subcellular component BP
## 14696 system development BP
## 11039 regulation of locomotion BP
## 7320 biological adhesion BP
## 8702 regulation of localization BP
## 2918 cell adhesion BP
## 15020 regulation of developmental process BP
## 8426 developmental process BP
## 11732 extracellular structure organization BP
## 646 vasculature development BP
## 11038 locomotion BP
## 14811 anatomical structure development BP
## 439 blood vessel development BP
## SampleKeys
## 15396 C5orf30 MAP2K5 HLA-F LRRC32 KDR KIT ACVR1 SMARCD3 CRABP2 CEBPB IQGAP3 POSTN IGF1 APOM BGLAP SFRP4 HIST1H3H RGN MYL9 UBE2L6 FAM20C KCNIP3 TLX2 HLA-E CALR MINAR1 SOX6 SEMA3A LAMA2 SCIN DIO2 PGF TLR1 CDK6 TLR6 NFATC2 PENK CLOCK PDGFA SERPING1 AGER ALPK2 NR1D2 MSX2 PPP1R9A IL17D TNFSF9 FABP5 PDPN EZR DSP RNLS PLXNA4 TMSB4X RPS6KA5 PDGFRB HOXA11 TGIF2 TIAM1 EFNA5 BMP6 SHANK2 LGR4 SHTN1 BMPR1B DAB2 NOTCH4 GPSM3 RORA LOXL3 C3 GATA6 FGF10 PSMB8 HSPA1A GPER1 TRDN PSMB9 CDSN TPM1 ANKRD2 DNAJA4 SLIT2 FOXD1 JAK3 HSPG2 RELN MAP2K1 SOCS1 CDX1 EHD3 CCND1 OSR2 HOMER2 RNH1 TMEM178A SCARF1 CELSR3 ELOVL3 HRH2 HBEGF CEBPD FLRT3 TCIRG1 ROR2 PLAU DNMT3B FGF18 SIX2 GPNMB ARRDC3 TERT IL7R HRAS ANGPTL4 NLRC3 PER3 NFATC4 GRHL1 FZD5 NFKBID KCNK6 JCAD PRKDC PAK3 LEF1 EGFR SCN1B KCNE4 NOCT MIF RFLNB LAMA4 TGFB3 SDCBP LRRC4C SMTN CEMIP2 HLA-DRB1 PDK4 WWC1 FZD7 ITPR3 FLRT2 PKM CNTF MYL5 FZD4 TNFRSF11A CLASP2 NR1D1 STX1A THRA ABCA7 NMU IL17RC MAGED1 ERRFI1 TPBG MSTN CFLAR SH3GL3 SCD PRKCE IL1RAPL1 NR2F1 TRIB1 THRB KCND1 JPH2 CHRM2 VTN CEBPA POLR3K NRP2 HLA-A KREMEN2 SREBF1 IGF2 BCL2 PHLDB1 EPHB2 KIF13B PLXNB3 SOD2 TCTA TBXAS1 RHOA LRP5 ENPP1 PIK3R1 PTN HIPK2 NLRP10 FNIP1 NIN SLC8A1 TOX PRAG1 SLC5A3 IFITM1 SERPINE2 EPAS1 BSCL2 HSPD1 GPM6B GREM1 CEBPG BDNF F12 HK2 PNP VEGFB FERMT1 RANBP3L CCN2 TUBB2B CCBE1 EIF2AK3 GNAI2 RIMS1 BMP2 OGT LRFN5 RARB FOXO1 KLF10 DACT1 MC4R PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF LIMS2 NUMBL RAP1GAP2 BDKRB2 CREB3L2 ECE1 METRN ELANE VAMP8 PKDCC SERPINF1 MAP2K3 TNFRSF14 MYC GTF2IRD2 DEAF1 TACR1 KCNMA1 OSR1 EFEMP1 SERPINB7 TNFRSF12A DECR1 PTGER4 CHD7 ITGA2 SLC6A4 CTSC ITPR1 PLAT SERPINE1 TFAP2A RANBP1 ENC1 ELF1 MAP2 SEMA3B F2R TNFRSF8 PLXNB1 RTN4RL1 RUNX3 ID4 STAT1 ADORA2A CYP26B1 KLF2 LZTS3 ZEB2 GLS INPP5J EFNB2 DTX4 FANCD2 UCN ADM NFKBIA INHBA XRCC2 SMAD7 SERPINB2 ADA GCNT2 TRPV3 DAAM1 B2M DMD BRCA2 SNTA1 TNFRSF1B ANKH ANK2 PTCH1 F2RL1 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 LOX KCNK15 LFNG MAFF HS3ST5 ADAM10 RUNX1 VEGFA E2F2 LY96 RFX8 PSME4 ID3 LTF EGF GTF2IRD2B GSDMD VNN1 BST2 NPR3 MYRF TGFBR2 ELOVL6 ANXA1 OR51E2 HSPB7 VLDLR S1PR3 PPIB CDK5R1 NMI EVL PRDM16 FKBP4 CACNA1C SDC2 DAG1 GDF15 LAMA3 HMG20B PLCL1 PLAC8 MAP4K4 COL4A3 JADE2 CTHRC1 HSPB6 RGCC FRZB LOXL2 TXLNG POLR3G SEMA4G RIMS2 HECW1 CYB5D2 GPI PDLIM7 RSPO3 NEDD4L CDKL3 NTRK3 AFDN HLA-B UST DDX21 PUS7 SULF1 ISL2 ZC3H8 ANGPT1 ABCA1 DDX60 GPR173 POFUT2 CEND1 PLAAT4 FZD1 RSPO2 DNMT1 WNT5A OPRL1 SPP1 PLAAT3 SFMBT1 GPR35 ADAMTS5 SPRY1 HPSE DHRS3 UBASH3B SRGN CXCL12 IL20RB ATOH8 GHR ZFP36 CLU TNFRSF11B MAP2K6 NKX3-1 MMP14 STC1 LDLR ACVRL1 KCNJ2 CELSR1 CD74 HIST1H3B TEK OMA1 HMGCR PPARGC1A MYCL SOX9 ACVR1B SIGLEC15 GPC4 AMIGO2 IL1R2 SYT7 BTN2A2 GPD1L PROS1 HMGB3 TMEM173 KLF7 LGMN ZNF488 HFE GPC3 SLC27A1 CCN3 GAS6 GJD3 CST3 FGF1 DYNC1H1 FBN1 CHN1 ZFP36L2 WARS CLSTN2 ADRB2 ZBTB16 MAPT ELL3 RIF1 ORM1 SIRPA ORM2 FAT4 NDNF SPON2 ILK APBB1 CORO2B NSD2 BCAS3 SEMA4B FAP WNT2 FKBP1B JUN NME1 ENPP2 SPHK1 MBP C5AR1 C5AR2 NR1H3 LGALS9 ITGB2 CDKL5 IL1R1 AXL APPL2 INTU PDE4D AGO2 NFKBIL1 IL1RL2 ICAM1 CACNA2D2 IL1RL1 KANK1 PDE5A IL18R1 IGFBP5 LDLRAP1 FLNA PTHLH GDF11 LRP8 NPAS2 TMEM38B FBXO5 ASPN TGFBR1 OMD TMEM98 LRRC17 S1PR1 VIM SGPL1 CRY1 FZD2 IFI16 ARHGAP33 SAA1 PRKD1 CYP1B1 WDR36 EHD1 ARHGAP42 IL34 ADGRG1 ACKR1 SEMA5A TNNT1 MCOLN2 CMKLR1 TSLP WNT3 EPB41L4B TGFB1 CRP CDH4 SLAMF8 PER2 CTNNBIP1 HES6 FOXC1 FN1 TMEM119 FGR GJC1 TNIK C21orf91 ADRA1D NR4A3 CORO1C VEGFC ISLR2 E2F1 ATP1A2 PARP2 DDAH1 SSH1 CACNB3 IFT122 EDNRB PRNP CCN1 RASSF2 NLGN2 AQP1 PAX9 MEGF10 PRICKLE1 VDR PRICKLE2 CD14 ACACB CALM1 ADAMTS7 NRCAM KLF4 MMRN2 RPS6KA4 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 PLCB1 ASB1 PARD6A LPL TRPC6 KLRK1 MET SRPX2 SLAMF1 NOP53 IL17B CAPRIN2 ARNTL HAS2 ZBTB20 EGR1 CX3CL1 LAMA1 KMT2D C6 RAPGEF2 ITPKA ABAT SPOCK1 SEC14L1 GDF7 ROR1 ADAMTS12 FST NOX5 HIST1H3E COL4A2 THBD ZHX2 VSIR HIST1H4H ADAMTS9 CGAS BANK1 LRP2 ID1 CDKN1C FAM210B TBXA2R F11R IL7 BMPER HDAC9 MUSK NSMF ENG HSPA9 DES MAP1B HHEX AMOT ACE FGF7 BMP2K GAP43 GPR3 LPAR1 EZH2 TRPV4 ANXA6 BIRC3 IL12A RSAD2 HTR2C ZFHX2 ATP2A1 CDH3 TNFSF12 PTPRM ZNF365 NPTXR RNF26 STMN2 PRDM1 S1PR5 FSTL3 NPY1R RGS2 MMD FOXP1 LZTS1 ZFP36L1 SGK1 TMEM100 OBSL1 PLS1 RBP1 FURIN INHA RASGRP1 PHLDB2 EDN1 HEY1 PTPRF THY1 HMOX1 TLR4 ECT2 FBXO32 TRPC3 CSF2 NUP155 ADM2 ITGB3 MDK AKAP6 LRRN3 HIP1R GBP1 LAMA5 PRL ZMIZ1 HOXC11 NCOA3 NOG TRIM25 MLIP CARD10 FGL2 SULF2 MMP8 ZC3H12A GBP5 APELA GRB10 DHX58 SEMA7A CALM3 LCAT BRINP1 MYLK2 GAPDH MAFB NLN FOXS1 CFL1 F3 KCNJ14 LMCD1 NECTIN1 APOD SLC9B2 ACSL1 HDAC5 PELI1 LBP CAMK2B PPARGC1B ERBB3 LAG3 SIX1 GDNF PASK EGR2 KCNK3 ASPM SEMA6B BRCA1 LEPR ID2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 HTR2A TRIM6 PRTG KIF20B ZSWIM5 NFE2 RTN4RL2 NOS1AP SLITRK1 RBP4 DDR2 SERPINI1 PTPRC PDE4B LRRFIP1 MMP12 ACVR2B BCL2L11 CD38 CD24 EFHC2 SPARC THBS1 NGEF PAK4 RGS4 ZNF219 DACT3 PTGER2 SLITRK6 NDRG2 EPHB1 KIF14 CORIN AURKA TGFBR3 OXTR ITGA5 MDGA1 ACOT11 MYL2 APLN PBX1 INAVA DHX33 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 IFIH1 NFKBIZ LRFN1 IL1B RTN4 LATS1 CSF1R GNAO1 MAPK13 CCSAP INHBB ADGRB2 IGF1R PTGIS RFLNA LEP NDRG4 AGT PLAUR GPLD1 KDM6B EBI3 WDR43 COLQ CRY2 TRIB2 CD4 B4GALT5 PROCR FLT3LG DOCK4 HES4 ZNF804A PBLD FGF2 STAT5A DOCK5 CHSY1 DISC1 SSC5D TENM4 SARS GNRH1 CAMK4 HIST2H4A HIST2H4B BHLHE40 MSH2 SCARB1 CELSR2 MOSMO MYOCD CNR1 RNF41 KCNE3 PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D EMP2 CD200 NOTCH3 ZFHX3 SH3BP1 NEDD4 PCSK9 HMGB2 GSTM2 POPDC2 CTSH SMAD6 SMOC1 RNF128 ATP1B1 KITLG WNT7B MEIS1 EPPK1 PRKCH DUSP6 EBF2 ITGB1 IRF1 PREX1 ATP2B1 PLCE1 NRG1 IL33 SHANK1 LTBP3 FGFR2 ADGRA2 DMPK TFRC MYL3 ADRA2A KCND2 AMIGO1 MCC AGTR1 PRKG1 PANX2 ARRB1 SPAAR TMEM131L DKK1 LRP4 LBH AGRN NOTCH1 SEMA3C OAS2 ARFGEF2 EXOSC6 APOLD1 HIF1A EPHA4 SYT2 ITSN1 TSPAN12 PPP1R12B GAA TSPAN8 THBS2 LGALS1 RNF207 CSF1 FOXO3 TLR2 RAB11FIP1 SPTBN4 RECK SCX LUM MAPRE2 IFRD1 DCN RYR2 ATF4 PLEKHA4 CD109 TIMP2 RRAS P3H1 CHRM3 ECM1 WASF3 RNF157 HIST4H4 ITM2C SVBP CTH PTPRJ HOXA7 ITGAV CCN4 MGP SFRP2 TLE3 RACGAP1 CREB3L1 IL6R CADM1 SLC1A1 ANKRD1 PDGFD SOCS2 PTGER3 NUPR1 PI16 EMILIN1 HERC5 SCN4B RBM15 MST1 NOTCH2 ANKRD6 CTSK LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 ARHGDIB PKP2 EPHA2 CALCRL PRCP ADORA1 SCN2B CACNA2D1 NEGR1 TFPI ARHGEF19 GLI1 DDX58 CHI3L1 PTPRO MAF DDIT3 IFNGR1 ACADL PROK1 ATP2B4 C1QTNF1 AMOTL1 G6PD ZNF423 SNAI1 TNFAIP3 CXCL8 PTGDS CXCL6 PF4 ATAD5 ADAM12 NCS1 GPRC5B TNFSF4 MESP1 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 PGAM5 TBX3 ZSWIM4 HSPA5 MAGI2 DAAM2 PTPN22 SEMA3E ADGRL3 TRIM58 GDPD5 RAB29 C5 DLG1 RAB7B FUZ NPTX1 NTN1 APOC3 CD83 NPY2R DLX2 JAG1 KSR2 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HOMER1 BAMBI ADRA1B IL12B CCDC88A NREP EFNA3 EFNA1 ADCY7 EVI2B ADIPOQ FANCA MYLIP IL6 FOXP2 FYN BAIAP2 MAP6 NRP1 ABCD2 IL27RA LRP1 MAFG TMEM38A BCL3 NCAPG2 HMGA2 IDH2 PLXNA2 NKD1 AXIN2 CNN1 KRT17 LRRK2 RBM24 TCF4 SAPCD2 TIE1 G0S2 GUCY1A1 DIXDC1 WDR77 ISM1 PRKCA UTP25 SIPA1L1 ABL2 PDGFRA BCL6 CASP1 LMO2 NOD2 IRAK3 COMP ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 CYBA TLR3 NTF3 KCND3 MITF PIM1 JAK2 SNCA PRLR ADGRL1 NAV3 EREG GRIP1 ITPR2 IGSF10 ALOX15B BHLHE41 CD160 PIAS3 CARD16 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 CITED2 CDH2 POLR3GL IDO1 COL3A1 TP63 AREG PROX1 CNIH2 PTK2B CENPF KCNK2 APOC1 APOE TRPM4 TCIM MYB AKAP12 ZNRF3 CD9 FLCN COL5A2 HES7 KREMEN1 TRPM8 IL18 UBA7 TGFB2 ITGA6 PYCARD KLKB1 P2RX7 MGLL PDGFC IL26 GLUL MFAP2 PDCD1LG2 CD274 SFRP1 P2RX4 IL1RAP HLX DUSP10 RELB P2RY1 PER1 ZNF703 TRAIP ARHGEF2 PDE3A GATA2 ACAP3 WNK4 LMNA EPHA3 TRIM16 ERBB4 CBFB TGFB1I1 EPHB3 AP2M1 NTNG2 PSMD2 CX3CR1 GCH1 ULK2 ANXA2 PARP1 ITPKB MME KALRN COL5A1 ESR1 NTRK2 LGALS3 WNT9A PTGS2 GJA5 HES1 MEF2C SPX PDLIM5 RGMA PTCH2 HEG1 ABCC9
## 7492 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 CALR SEMA3A LAMA2 CCL2 CCL7 PGF PDGFA AGER CCL26 PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 SERPINF1 MAP2K3 TNFRSF14 FAM107A PTGER4 ITGA2 SERPINE1 SEMA3B F2R PLXNB1 DOCK10 MCTP1 WNT5B SMAD7 ADA GCNT2 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ELANE ANXA1 ADARB1 EVL TNFAIP6 P2RY6 DAG1 LAMA3 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD COL18A1 PODXL SSH2 ILK BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK LAMA5 NOG CARD10 ZC3H12A APELA SEMA7A TMSB10 AMOTL2 F3 APOD HDAC5 LBP CAMK2B SEMA6B STARD13 SPRY2 KIF20B DDR2 TMSB15B PTPRC SPARC THBS1 KIF14 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD RNF41 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP ADORA1 DDX58 SLC8B1 PECAM1 AMOTL1 SNAI1 CXCL8 LDB2 SEMA6C SMURF2 ARSB HSPA5 MAGI2 GCSAML PTPN22 SEMA3E C5 FUZ NTN1 JAG1 FOXC2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA LRP1 IDH2 PLXNA2 TIE1 PRKCA PDGFRA BMP4 NTF3 MITF JAK2 NAV3 CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 APOE AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 MEF2C LRRC15
## 3806 BYSL MAP2K5 PARD6B CYFIP2 KDR KIT CHST11 GFRA1 TXNRD1 ACVR1 SMARCD3 CRABP2 NES CEBPB STAB2 POSTN NEK3 BGLAP SFRP4 FZD8 FAM20C TLX2 EN1 FLRT1 B4GALT1 MINAR1 SOX6 SEMA3A LAMA2 RDH10 SIDT2 CCL2 CCL7 TSKU CDC42EP5 PGF NYAP1 NFATC2 PDGFA CDH6 CCL13 TYRO3 ALPK2 MSX2 PPP1R9A MYO19 GCNT1 TNFAIP2 PDPN EZR DSP PLXNA4 RPS6KA5 TNFSF14 PDGFRB HOXA11 TGIF2 TIAM1 EFNA5 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B DAB2 NOTCH4 RORA NINJ1 DNMBP C3 GATA6 FGF10 PSMB8 PSMB9 ANK3 CDSN TPM1 PKD1 COL13A1 SLIT2 FOXD1 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 HCN1 NOLC1 CD44 CDX1 LAMB2 OSR2 FOXI1 RNH1 CELSR3 HRH2 POC1A HBEGF FLRT3 TCIRG1 ROR2 FGF18 SIX2 GPNMB MYH11 TERT IL7R WASHC2C ZNF358 HRAS ANGPTL4 IER3 HMX3 NFATC4 FZD5 JCAD MLXIPL MICALL2 ETV1 PRKDC PAK3 LEF1 EGFR VCL SCN1B SPTBN5 RFLNB TGFB3 LRRC4C CDH24 CEMIP2 FZD7 FLRT2 EMX2 PKM CNTF FZD4 FERMT3 CLASP2 THRA SCG2 WDR19 APBB2 MAGED1 ERRFI1 CFLAR IL1RAPL1 THRB VTN NRP2 ACTA2 IGF2 DDR1 SYNE3 TREH BCL2 PHLDB1 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 TCTA RHOA LRP5 PIK3R1 PTN HIPK2 CCDC154 NIN PRAG1 CA9 SERPINE2 SLIT3 EPAS1 GREM1 BDNF HK2 VEGFB CCN2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 RIMS1 SERPINB5 BMP2 RHOQ RARB FOXO1 DACT1 PLK2 YWHAH LIF LIMS2 RAB3A ATP8B1 NUMBL FANCC TMEM135 ITGA4 ECE1 METRN PKDCC SERPINF1 ANG SLC1A3 MYC DEAF1 OSR1 EFEMP1 TNFRSF12A RFX2 ITGA1 CHD7 ITGA2 SLC6A4 TRIO SERPINE1 TFAP2A MAP2 SEMA3B F2R PLXNB1 DOCK10 ID4 STAT1 ASXL2 ADORA2A CYP26B1 SYF2 KLF2 LZTS3 ZEB2 EFNB2 E2F8 DLX6 FANCD2 SALL4 LIAS MAP1A ADM FRY INHBA XRCC2 SMAD7 CSPG4 ADA DLX5 DAAM1 DMD KIRREL3 UCHL1 TNFRSF1B ANK2 SIPA1L3 PTCH1 ADAMTS16 COL1A2 VASH1 HSPB1 CAPN3 LOX LFNG PLOD3 ADAM10 RUNX1 VEGFA DLC1 CAPZB E2F2 PSME4 ID3 LTF EGF ACTN4 RND3 PSPN COL12A1 FKBP1A ANGPTL6 FRMD6 EXT2 TGFBR2 ANXA1 SOX4 VLDLR ADARB1 S1PR3 SHC3 CDH7 SHROOM2 CDK5R1 ALX4 EVL KIF5B VIT CACNA1C SDC2 DAG1 GDF15 LAMA3 UGDH APOB HOPX MAP4K4 COL4A3 E2F5 JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 RGCC FRZB LOXL2 SEMA4G RIMS2 HECW1 GPI VWA1 PDLIM7 RSPO3 NEDD4L CDKL3 NTRK3 TCF7 AFDN FAM171A1 SPINT2 RHOBTB1 MYO10 RELT UST NOX4 ADGRG6 SULF1 ISL2 ANGPT1 GCNT4 MYO15A POFUT2 CEND1 EXT1 FZD1 RSPO2 WNT5A SPP1 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SPRY1 HPSE DHRS3 FGFRL1 CXCL12 ATOH8 CERT1 CDH18 MATN3 GHR CLU TNFRSF11B NKX3-1 AFF3 MMP14 STC1 SPTBN2 LDLR ACVRL1 CELSR1 MYOZ2 TEK OMA1 STRADB PPARGC1A SOX9 GPC4 WTIP HS6ST1 FJX1 PCSK5 COL27A1 NR4A1 KLF7 SOX18 GPC3 CCN3 NRN1 TMIE CST3 FGF1 TIPARP SCML2 FBN1 CHN1 PIK3CD WARS COL18A1 ZBTB16 MAPT PODXL FAT4 SSH2 NDNF COL15A1 ILK INSIG1 APBB1 STMN1 NSD2 BCAS3 SEMA4B FAP WNT2 ACKR3 JUN ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 HPGD RHOV ITGB2 MYH9 CDKL5 ALPL AXL FOXN3 INTU ARID5B ACAN ETS2 AGO2 SCARA3 ICAM1 KANK1 DIAPH1 MMP19 IGFBP5 FLNA GDF11 GAB2 LRP8 TSHZ1 MICAL2 CDC42EP3 ASPN TGFBR1 TCF21 EYA4 RXFP1 S1PR1 SGPL1 TRNP1 FZD2 PINK1 ARHGAP33 PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 WDR36 EHD1 KNL1 ADGRG1 SEMA5A TNNT1 STIL FOXQ1 WNT3 SH3D19 TGFB1 CDH4 COL14A1 CCNB1IP1 KRT18 CTNNBIP1 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK CDH10 FOXD2 NR4A3 CORO1C CRISPLD1 THSD7A VEGFC CSGALNACT1 ISLR2 TGFBI PID1 DDAH1 SSH1 IFT122 CCN1 AQP1 IRS2 COL6A3 PAX9 PRICKLE1 VDR PRICKLE2 ANTXR1 COL11A1 PALM2-AKAP2 NRCAM KLF4 MMRN2 EPB41L5 RHOB MYOZ1 CAV1 TENM3 JUNB PARD6A TRPC6 STK40 HHIP HIF3A CAPN1 MET CD248 SRPX2 CAPRIN2 HAS2 TLE2 MYH3 CX3CL1 LAMA1 C6 COL7A1 STRA6 RAPGEF2 ALDH1A3 ITPKA WDR74 GDF7 ROR1 ADAMTS12 MCAM NOX5 HOXD9 HOXD4 TEAD2 COL4A2 ZHX2 COL4A1 ADAMTS9 FHL1 DOK4 FAT1 LRP2 ID1 CDKN1C TMEFF1 TBXA2R RAC2 COL16A1 F11R IL7 ZMYM5 BMPER HDAC9 NSMF COL6A1 ENG VSTM2L AJUBA MAP1B LMO4 KLHL3 HHEX AMOT FGF7 GAP43 ATP10A LPAR1 TRPV4 ANXA6 TMOD2 VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 PRDM1 BCL2L1 CDH1 NPY1R ZNF135 FOXP1 LZTS1 ZFP36L1 DYRK1B RIPK4 SGK1 TMEM100 ESM1 CD151 OBSL1 PHLDB2 EDN1 HEY1 THY1 HMOX1 ECT2 ACTB FMNL1 ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 MFNG HOXC13 GBP1 LAMA5 PRL ZMIZ1 HOXC11 HOXC4 NOG TPD52 CARD10 SULF2 VASP MMP8 ZC3H12A APELA MBOAT7 GRB10 SEMA7A MYLK2 MAFB FOXS1 AMOTL2 CFL1 F3 NECTIN1 APOD HDAC5 CAMK2B PPARGC1B NEO1 RHOBTB3 CDC42EP1 SIX1 GDNF EGR2 MYOF ITGB4 ROGDI SEMA6B BRCA1 LEPR ID2 FBN2 ITGB8 STARD13 SPRY2 SIX4 KIF20B ZSWIM5 LHX9 LIG1 SLITRK1 RBP4 MMP15 COL11A2 MMP12 ACVR2B BCL2L11 RILPL2 SPARC THBS1 NGEF PAK4 ZNF219 TRIM13 UNC13D SLITRK6 EPHB1 ZNF281 KIF14 AURKA TGFBR3 ITGA5 ZNF385A MYL2 APLN MTSS1 PBX1 LRIG1 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM ATP5IF1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 GNAO1 PLCD3 ADGRB2 PTGIS TMEM107 RFLNA LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT GPLD1 S100A13 KDM6B RPS6KA1 B4GALT5 FLT3LG FGF2 CHSY1 DISC1 RHOD TENM4 SARS LRATD1 MYO1E HCK PPP2R1B SOCS3 RAMP1 CELSR2 BICD1 MYOCD FBLN1 ALCAM PLXNA3 ACTR2 GLI2 CSRP1 EMP2 CPE NOTCH3 ETV7 TBX19 SH3BP1 NEDD4 WLS CTSH FLNB SMAD6 ZIC1 PALM CCDC39 WNT7B MEIS1 LMOD1 ITGB1 CC2D2A NRG1 SHANK1 ROBO3 LTBP3 ELN FGFR2 ADGRA2 ENPEP MYL3 AMIGO1 AGTR1 AUTS2 BNIP3 DKK1 LRP4 AGRN NOTCH1 SEMA3C STAT2 FGD4 APOLD1 HIF1A EPHA4 EGFL7 ARHGAP22 ITGA7 SYT2 TSPAN12 GAA THBS2 LGR5 RNF207 CSF1 MYOM1 INSIG2 TIMELESS COL8A1 GMNN TLR2 SPTBN4 RECK RIPOR2 KBTBD8 MEGF9 TET1 SCX IFRD1 DCN TRIOBP RYR2 NRXN3 PLEKHA4 CD109 RRAS ROBO4 ACTN1 ECM1 WASF3 RNF157 GREM2 MYL12A HOXA7 HOXA4 ITGAV MGP SFRP2 TLE3 ALX3 CREB3L1 MYH10 MELTF ANKRD1 FRYL TMEFF2 EMILIN1 CRISPLD2 RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 BMP1 AMH ETV5 GDF5 PKP2 EPHA2 CALCRL PRCP AP1AR ARHGEF19 GLI1 WWOX CDH8 CHI3L1 PTPRO DPYSL4 PROK1 TLE1 PECAM1 AMOTL1 NFASC SNAI1 TNFAIP3 TM4SF1 CXCL8 CDH11 KIF26B PF4 ADAM12 FGD6 ARHGAP24 MESP1 SEMA6C SMURF2 NR4A2 DLX1 TBX3 ZSWIM4 HSPA5 ANPEP MAGI2 NAGLU CRYGS SEMA3E DLG1 FUZ NPTX1 NTN1 NPY2R DLX2 JAG1 FOXC2 ROBO2 APOA1 NTN4 BAMBI KRT19 SERPINH1 CLTCL1 EFNA4 EFNA3 EFNA1 KRT16 STRIP2 ADIPOQ BTBD3 PAPPA2 IL6 FOXP2 FYN BAIAP2 ABCA2 MAP6 NRP1 ERMN LRP1 SAT1 BCL3 CRYAB HMGA2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 TCF4 LAMB3 SAPCD2 TIE1 EDNRA THBS3 ISM1 PRKCA SIPA1L1 PDGFRA BCL6 COMP KCNH1 ACP5 PGK1 BMP4 E2F7 TLR3 TUBB3 EPGN PACSIN2 NTF3 PIM1 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 ALDOA CAP2 BHLHE41 CD160 ABLIM1 NGF VANGL1 PMP22 JUP SYT1 LRIG3 CITED2 TUFT1 CDH2 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 AREG PROX1 DOK5 PTK2B PIK3R3 SEMA5B APOE SGCD PTGFRN CEMP1 ZNRF3 CD9 PLD6 COL5A2 HES7 IL18 TGFB2 ITGA6 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 SFRP1 HLX MYLK P2RY1 SLC40A1 TBX15 FAM20A ARHGEF2 GATA2 WNK4 ANKRD11 LAMC2 EPHA3 ERBB4 TGFB1I1 EPHB3 AP2M1 VAV2 CSRNP1 CORO1A ENAH NTNG2 PSMD2 CX3CR1 ULK2 ANXA2 KALRN FHOD3 COL5A1 ESR1 ACTG1 FSCN2 NTRK2 WNT9A PTGS2 GJA5 HES1 MEF2C PDLIM5 RGMA HEG1 CPM DLX3 OBSCN
## 15418 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 RGN DUOX1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 PGF CDK6 PDGFA AGER CCL26 PDPN DSP PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN ARHGAP18 CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 SERPINF1 MAP2K3 TNFRSF14 FAM107A TACR1 PTGER4 ITGA2 SERPINE1 MAP2 SEMA3B F2R PLXNB1 DOCK10 MCTP1 WNT5B SMAD7 ADA GCNT2 ANK2 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ELANE ANXA1 ADARB1 EVL NRG4 TNFAIP6 P2RY6 CACNA1C DAG1 LAMA3 IGBP1 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 KCNJ2 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD COL18A1 PODXL SSH2 ILK STMN1 BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 PDE4D AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 SSX2IP ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC ATP1A2 SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A ATP2A1 PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK CATSPER1 LAMA5 NOG CARD10 ZC3H12A APELA SEMA7A TMSB10 MYLK2 AMOTL2 F3 APOD HDAC5 LBP CAMK2B ERBB3 SEMA6B STARD13 SPRY2 KIF20B ZSWIM5 NOS1AP DDR2 TMSB15B PTPRC PDE4B SPARC THBS1 KIF14 TGFBR3 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD FBLN1 RNF41 KCNE3 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG CCDC39 EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A ARMC4 RNF207 CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN SPOCK3 RYR2 RRAS ROBO4 ACTN1 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB PKP2 EPHA2 PRCP AP1AR ADORA1 DDX58 PTPRO SLC8B1 PECAM1 AMOTL1 SNAI1 CFAP69 CXCL8 LDB2 SEMA6C SMURF2 ARSB ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E TRIM58 C5 DLG1 TTLL6 FUZ NTN1 JAG1 FOXC2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA LRP1 IDH2 PLXNA2 NKD1 TIE1 PRKCA WNT3 ABL2 PDGFRA BCL6 BMP4 NTF3 MITF JAK2 NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 CNIH2 PODN PTK2B PIK3R3 BTC APOE TRPM4 AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 GJA5 MEF2C LRRC15
## 28591 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 RGN DUOX1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 PGF CDK6 PDGFA AGER CCL26 PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN ARHGAP18 CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 SERPINF1 MAP2K3 TNFRSF14 FAM107A TACR1 PTGER4 ITGA2 SERPINE1 SEMA3B F2R PLXNB1 DOCK10 MCTP1 WNT5B SMAD7 ADA GCNT2 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ELANE ANXA1 ADARB1 EVL NRG4 TNFAIP6 P2RY6 DAG1 LAMA3 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD COL18A1 PODXL SSH2 ILK BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 SSX2IP ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK CATSPER1 LAMA5 NOG CARD10 ZC3H12A APELA SEMA7A TMSB10 AMOTL2 F3 APOD HDAC5 LBP CAMK2B ERBB3 SEMA6B STARD13 SPRY2 KIF20B DDR2 TMSB15B PTPRC SPARC THBS1 KIF14 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD FBLN1 RNF41 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN SPOCK3 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP AP1AR ADORA1 DDX58 SLC8B1 PECAM1 AMOTL1 SNAI1 CFAP69 CXCL8 LDB2 SEMA6C SMURF2 ARSB HSPA5 MAGI2 GCSAML PTPN22 SEMA3E C5 FUZ NTN1 JAG1 FOXC2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA LRP1 IDH2 PLXNA2 NKD1 TIE1 PRKCA ABL2 PDGFRA BMP4 NTF3 MITF JAK2 NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 BTC APOE AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 MEF2C LRRC15
## 5577 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 B4GALT1 CALR SEMA3A LAMA2 CCL2 CCL7 CCL8 PGF NFATC2 PDGFA TNS1 CCL13 AGER CCL26 TYRO3 MSX2 SLC7A11 GCNT1 JCHAIN PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN CARMIL1 CD44 LAMB2 CELSR3 HBEGF FLRT3 ROR2 PLAU FGF18 SIX2 GPNMB TERT AVL9 HRAS GTPBP4 JCAD NDE1 PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 PTP4A3 SDCBP WWC1 FLRT2 EMX2 FERMT3 TNFRSF11A CLASP2 SCG2 IL17RC APBB2 MSTN PRKCE TRIB1 JAM2 VTN TRPM2 NRP2 DDR1 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TUBB2A TP53INP1 GREM1 VEGFB FERMT1 CCN2 TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 CXCR6 NANOS1 PRSS3 SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A TNFRSF12A PTGER4 ITGA1 ITGA2 TNFRSF10B PLAT SERPINE1 SEMA3B F2R PLXNB1 DOCK10 ABCC1 MCTP1 ZEB2 WNT5B EFNB2 SLC7A8 SMAD7 SLC3A2 CSPG4 ADA GCNT2 ASAP3 KIRREL3 ACKR2 F2RL1 COL1A2 VASH1 HSPB1 CDK1 DAPK2 CYP19A1 LOX SPATA13 ADAM10 VEGFA DLC1 MGAT5 FAM83D ESAM STK26 EGF ACTN4 RND3 TNFRSF10A PTPRU BST2 TGFBR2 ELANE ANXA1 OR51E2 ADARB1 SHROOM2 CDK5R1 EVL TNFAIP6 P2RY6 SDC2 DAG1 LAMA3 APOB MAP4K4 TNS3 DNAAF4 CTHRC1 SLC7A7 RGCC LOXL2 SEMA4G GPI NTRK3 TCAF2 AFDN RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 MYO18A TCAF1 GPR173 CEND1 WNT5A ADAMTS1 PALLD CXCL12 ATOH8 ARHGEF5 MMP14 STC1 DUSP3 ACVRL1 CELSR1 CD74 TEK PPARGC1A SOX9 ACVR1B ARHGEF16 ITGA11 GPC4 CH25H PROS1 DPP4 NR4A1 LGMN JAGN1 SOX18 GPC3 TMSB15A CCN3 GAS6 FGF1 PIK3CD IL16 COL18A1 SIRPA PODXL SSH2 NDNF ILK BCAS3 SEMA4B CORO6 FAP ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 ITGB2 MYH9 CDKL5 IL1R1 AXL APPL2 PDE4D ARID5B AGO2 VCAM1 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA PSTPIP2 SAA2 FBXO5 SAA2-SAA4 IGFBP3 TGFBR1 CYGB S1PR1 SGPL1 SINHCAF SAA1 CCL20 PRKD1 SDC1 MATN2 CYP1B1 ADGRG1 SEMA5A MCOLN2 CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FOXC1 FN1 FGR SELPLG PSG1 NR4A3 CORO1C VEGFC DEPDC1B DNER SSH1 EDNRB CCN1 CCL28 SUN2 IRS2 MEGF10 TMEM102 NRCAM KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET CD248 SRPX2 HAS2 CX3CL1 LAMA1 PKN3 RAPGEF2 SPOCK1 ADAMTS12 MCAM FRMD5 NEDD9 THBD VSIR ADAMTS9 SH3RF2 FAT1 OXSR1 ID1 MMP28 TBXA2R RAC2 F11R BMPER HDAC9 TSPAN11 NSMF ENG AJUBA MAP1B LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A VAV3 TNFSF12 PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 PTPRF THY1 HMOX1 FMNL1 ITGBL1 ITGB3 MDK FSCN1 LAMA5 CD177 NOG CARD10 ZC3H12A APELA MBOAT7 GRB10 SEMA7A MMP1 TMSB10 AMOTL2 CFL1 F3 DDIT4 APOD GYPC HDAC5 LTB4R2 LBP CAMK2B SIX1 GDNF ASPM ITGB4 SEMA6B ITGB8 STARD13 SPRY2 SIX4 KIF20B PLPP1 DDR2 TMSB15B PTPRC PDE4B MMP12 CD24 NET1 SPARC THBS1 PAK4 EPHB1 KIF14 TGFBR3 ITGA5 MDGA1 SYNE2 DCDC2 COL1A1 PLXND1 GPC1 MYADM IL1B RTN4 WASL CSF1R PIP5KL1 IGF1R LEP NDRG4 AGT S100A2 GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 DISC1 RHOD GRB14 GNRH1 HCK SCARB1 MYOCD RNF41 PLXNA3 RIPK3 CAMK1D ANLN EMP2 CD200 SH3BP1 HMGB2 SRGAP3 NAV1 CTSH RARRES2 ATP1B1 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ENPEP ADRA2A LYST MCC AGTR1 AUTS2 PRKG1 NOTCH1 SEMA3C HIF1A EPHA4 CSF1 FOXO3 RECK RIPOR2 MEGF9 MAPRE2 DCN HSD3B7 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 POMK MYH10 IL6R PDGFD GTSE1 TMEFF2 EMILIN1 CYP7B1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP ADORA1 DDX58 PTPRO SLC8B1 PECAM1 AMOTL1 SNAI1 TNFAIP3 CXCL8 CXCL6 PF4V1 CXCL1 PF4 CXCL5 CXCL3 MESP1 LDB2 SEMA6C CXCL2 SMURF2 ARSB NR4A2 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E ADGRL3 C5 FUZ NTN1 JAG1 FOXC2 APOA1 NTN4 BAMBI IL12B CCDC88A EFNA1 KRT16 STRIP2 LIMA1 ADIPOQ SLC7A5 IL6 FYN ASTN1 NRP1 IL27RA LRP1 IDH2 PLXNA2 DCLK1 LRRK2 LAMB3 PLEKHG5 TIE1 DIXDC1 PRKCA PDGFRA BMP4 PARP9 NTF3 MITF JAK2 NAV3 CDH13 IGSF10 ALOX15B BEX4 OLR1 ACVR1C JUP CITED2 CDH2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 APOE TRPM4 AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK P2RY1 RAP2B ZNF703 ARHGEF2 GATA2 ACAP3 LAMC2 LMNA EPHA3 ERBB4 TGFB1I1 EPHB3 SRGAP1 VAV2 HAS1 CORO1A ARPC5 CX3CR1 COL5A1 FSCN2 NTRK2 LGALS3 BST1 PTGS2 HES1 MEF2C LRRC15
## 7417 ADAM19 KDR POSTN B4GALT1 LAMA2 PDGFA PDPN MMP28 COL11A2 LOXL3 COL13A1 HSPG2 CD44 LAMB2 MYH11 MMP11 KAZALD1 LAMA4 FLRT2 CLASP2 APBB2 CFLAR JAM2 VTN DDR1 SCUBE3 PHLDB1 LOXL4 BGN GPM6B GREM1 PLOD1 TNXB FERMT1 COL17A1 NOXO1 CCN2 MMP16 SERPINB5 ITGA4 ELANE ITGA1 ITGA2 SERPINE1 COL5A3 FBLN2 TNFRSF1B MPV17 ADAMTS14 COL1A2 LOX PLOD3 ADAM10 COL12A1 COL4A4 ADAMTS3 VIT DAG1 LAMA3 COL4A3 COL10A1 HTRA1 RGCC LOXL2 VWA1 MFAP4 SPINT2 COL28A1 IBSP SULF1 P4HA1 LOXL1 SPP1 ITGA8 ADAMTS5 MATN3 TNFRSF11B MMP14 SOX9 ITGA11 COL27A1 DPP4 GAS6 CST3 FBN1 COL18A1 NDNF COL15A1 FAP COL4A6 COL8A2 LAMB1 ITGB2 ACAN ICAM4 VCAM1 ICAM1 MMP19 PTX3 TMEM38B TGFBR1 ECM2 RXFP1 ICAM5 AEBP1 CYP1B1 ICAM3 COL4A5 TGFB1 COL14A1 FOXC1 FN1 TNC CSGALNACT1 TGFBI CCN1 COL6A3 COL9A2 ANTXR1 COL11A1 THSD4 CAV1 FBLN5 COL24A1 CAPN1 ABI3BP HAS2 LAMA1 COL7A1 COL4A2 COL4A1 ADAMTS9 COL16A1 F11R COL6A1 ENG CDH1 MMP7 FURIN PHLDB2 COL6A2 ITGB3 ADAMTS4 FSCN1 LAMA5 SULF2 MMP8 MFAP5 MMP3 MMP1 EFEMP2 ADAMTS2 NID2 ITGB4 FBN2 ITGB8 OLFML2B DDR2 MMP15 MMP12 SPARC THBS1 ITGA5 PLOD2 COL1A1 AGT COLQ MMP24 FGF2 MYO1E FBLN1 DPT ITGB1 ELN NID1 CCDC80 AGRN NOTCH1 ITGA7 COL8A1 RECK A2M MEGF9 SCX LUM DCN TIMP2 OLFML2A ITGAV ADAMTSL4 SFRP2 CREB3L1 MELTF EMILIN1 CRISPLD2 CTSS CTSK BMP1 FMOD PECAM1 ADAM12 VCAN MPZL3 FOXC2 NTN4 PRDX4 HAPLN1 SERPINH1 IL6 LRP1 BCL3 LAMB3 PDGFRA COMP ITGA10 QSOX1 COL3A1 P3H4 COL5A2 TGFB2 ITGA6 KLKB1 MFAP2 LAMC2 SERAC1 HAS1 ANXA2 COL5A1
## 2754 C5orf30 MAP2K5 PARD6B CYFIP2 KDR KIT GFRA1 ACVR1 POSTN IGF1 RGN DUOX1 B4GALT1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 CCL8 PGF CDK6 NFATC2 PDGFA TNS1 CCL13 AGER CCL26 TYRO3 MSX2 SLC7A11 MYO19 GCNT1 JCHAIN PDPN EZR DSP PLXNA4 TMSB4X RPS6KA5 TNFSF14 PDGFRB ARHGAP21 TIAM1 EFNA5 SHTN1 BMPR1B DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 FOXD1 RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 CD44 LAMB2 NME5 CELSR3 HBEGF FLRT3 ROR2 PLAU FGF18 SIX2 GPNMB TERT AVL9 HRAS GTPBP4 JCAD IER2 NDE1 ETV1 PAK3 LEF1 EGFR CCL5 VCL SCN1B KCNE4 SPTBN5 MIF LAMA4 PTP4A3 SDCBP WWC1 FLRT2 EMX2 FERMT3 TNFRSF11A CLASP2 SCG2 WDR19 IL17RC APBB2 MSTN PRKCE TRIB1 JAM2 VTN TRPM2 NRP2 DDR1 BCL2 MGARP EPHB2 KIF13B PLXNB3 SOD2 RHOA KIF20A PIK3R1 PTN DNAH1 SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 SLIT3 TUBB2A TP53INP1 GREM1 BDNF VEGFB FERMT1 DYNC1I1 CCN2 TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 DNAH5 SWAP70 BMP2 PLK2 FYCO1 ITGA4 BDKRB1 CXCR6 NANOS1 PRSS3 SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A TACR1 TNFRSF12A PTGER4 ITGA1 ITGA2 TNFRSF10B TPM2 TRIO PLAT SERPINE1 MAP2 SEMA3B F2R PLXNB1 DOCK10 ABCC1 MCTP1 ZEB2 WNT5B EFNB2 MAP1A KIF18A SLC7A8 SMAD7 SLC3A2 CSPG4 ADA GCNT2 DLX5 ASAP3 KIF3C DMD KIRREL3 UCHL1 ACKR2 SNTA1 ANK2 ARL3 PTCH1 F2RL1 KIFC1 COL1A2 VASH1 HSPB1 CDK1 DAPK2 CYP19A1 LOX SPATA13 ADAM10 VEGFA DLC1 MGAT5 FAM83D ESAM STK26 KIF24 EGF ACTN4 RND3 PSPN TNFRSF10A PTPRU BST2 FRMD6 TGFBR2 ELANE ANXA1 OR51E2 VLDLR ADARB1 SHC3 SHROOM2 CDK5R1 EVL NRG4 TNFAIP6 KIF5B P2RY6 CACNA1C SDC2 DAG1 LAMA3 APOB IGBP1 MAP4K4 TNS3 DNAAF4 CTHRC1 SLC7A7 RGCC LOXL2 WDR35 DLG2 SEMA4G BAG3 GPI PDLIM7 STK36 NEDD4L NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 ISL2 CEMIP ANGPT1 MYO18A TCAF1 GPR173 CEND1 EXT1 WNT5A ADAMTS1 PALLD CXCL12 ATOH8 ARHGEF5 MMP14 STC1 SPTBN2 DUSP3 ACVRL1 KCNJ2 CELSR1 CD74 TEK PPARGC1A SOX9 ACVR1B ARHGEF16 ITGA11 GPC4 CH25H RAB27B GPD1L PROS1 DPP4 NR4A1 KLF7 LGMN JAGN1 SOX18 GPC3 TMSB15A CCN3 GAS6 FGF1 DYNC1H1 HSPA8 CHN1 PIK3CD IL16 COL18A1 MAPT SIRPA PODXL SSH2 NDNF ILK STMN1 BCAS3 SEMA4B CORO6 FAP ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 ITGB2 MYH9 CDKL5 IL1R1 AXL APPL2 PDE4D ARID5B AGO2 VCAM1 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA GAB2 PSTPIP2 SAA2 FBXO5 SAA2-SAA4 IGFBP3 MYH2 TGFBR1 CYGB S1PR1 VIM SGPL1 COPG1 SINHCAF SAA1 CCL20 PRKD1 UNC5B SDC1 MATN2 CYP1B1 SSX2IP ADGRG1 SEMA5A SYBU TNNT1 MCOLN2 CMKLR1 WDR63 EPB41L4B TGFB1 HYDIN KIF17 CDH4 MPP1 SLAMF8 FOXC1 FN1 FGR SELPLG GJC1 IGSF9 PSG1 NR4A3 CORO1C VEGFC ATP1A2 DEPDC1B DNER SSH1 IFT122 EDNRB CCN1 CCL28 DNAL4 SUN2 IRS2 MEGF10 TMEM102 NRCAM KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET CD248 SRPX2 PLD1 HAS2 MYH3 CX3CL1 LAMA1 PKN3 RAPGEF2 SPOCK1 GDF7 ADAMTS12 MCAM FRMD5 NEDD9 THBD VSIR ADAMTS9 DOK4 SH3RF2 FAT1 OXSR1 ID1 PLD2 MMP28 TMEFF1 TBXA2R RAC2 F11R BMPER HDAC9 TSPAN11 NSMF KIF11 ENG VSTM2L DYNC2LI1 AJUBA DES MAP1B LMO4 AMOT ACE FGF7 GAP43 LPAR1 TRPV4 IL12A VAV3 ATP2A1 TNFSF12 PTPRM FNBP1L CDH1 FOXP1 SGK1 CD151 RASGRP1 PHLDB2 EDN1 PTPRF THY1 HMOX1 ACTB KIFC2 FMNL1 LRRC6 ITGBL1 NUP155 ITGB3 MDK FSCN1 CATSPER1 LAMA5 CD177 CLN3 NOG CARD10 VASP ZC3H12A APELA MBOAT7 GRB10 SEMA7A APBA1 MMP1 TMSB10 MYLK2 AMOTL2 CFL1 F3 DDIT4 NECTIN1 APOD GYPC SLC9B2 HDAC5 LTB4R2 LBP CAMK2B NEO1 ERBB3 RHOBTB3 SIX1 GDNF EGR2 ASPM ITGB4 KIF4A SEMA6B ITGB8 STARD13 SPRY2 SIX4 KIF20B ZSWIM5 LHX9 ING2 NOS1AP PLPP1 DDR2 TMSB15B PTPRC PDE4B CENPE MMP12 CD24 MYL6 NET1 SPARC THBS1 PAK4 EPHB1 KIF14 TGFBR3 ITGA5 MDGA1 WDR78 MYL2 SYNE2 DCDC2 KIF21B COL1A1 PLXND1 GPC1 EFNB3 MYADM DNAH2 IL1B RTN4 WASL KIF18B CSF1R CCSAP PIP5KL1 IGF1R LEP NDRG4 MYPN AGT S100A2 GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 DISC1 RHOD GRB14 LRATD1 GNRH1 MYO1E HCK SCARB1 BICD1 MYOCD FBLN1 RNF41 KCNE3 ALCAM PLXNA3 ACTR2 KPNB1 GLI2 RIPK3 KIF26B CAMK1D ANLN EMP2 CD200 SH3BP1 HMGB2 SRGAP3 NAV1 CABYR CTSH RARRES2 ATP1B1 KITLG CCDC39 EPPK1 ITGB1 PREX1 NRG1 INPP5B IL33 TPM3 ROBO3 ADGRA2 ENPEP MYL3 ADRA2A LYST MCC AGTR1 AUTS2 PRKG1 AGRN NOTCH1 SEMA3C HIF1A EPHA4 ARMC4 STARD9 RNF207 CSF1 BLOC1S1 FOXO3 SPTBN4 RECK RIPOR2 MEGF9 MAPRE2 DCN KIF22 HSD3B7 SPOCK3 RYR2 NRXN3 RRAS ROBO4 ACTN1 ECM1 FMN2 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 RACGAP1 POMK MYH10 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 SCN4B CYP7B1 SPTB MST1 LDLRAD4 ARHGDIB PKP2 EPHA2 PRCP AP1AR ADORA1 SCN2B CACNA2D1 DDX58 PTPRO DPYSL4 ATP2B4 SLC8B1 PECAM1 AMOTL1 NFASC SNAI1 CFAP69 TNFAIP3 CXCL8 KIF6 CXCL6 PF4V1 CXCL1 SFPQ PF4 CXCL5 CXCL3 KIF23 MESP1 LDB2 SEMA6C CXCL2 SMURF2 ARSB NR4A2 ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E ADGRL3 TRIM58 C5 DLG1 TTLL6 FUZ DNAH7 NTN1 JMY JAG1 FOXC2 ROBO2 APOA1 NTN4 KIF21A BAMBI IL12B CCDC88A EFNA4 EFNA3 EFNA1 KRT16 STRIP2 LIMA1 ADIPOQ SLC7A5 IL6 WDR34 FYN ASTN1 NPHP4 NRP1 IL27RA LRP1 IDH2 PLXNA2 NKD1 DCLK1 LRRK2 LAMB3 PLEKHG5 TIE1 DIXDC1 PRKCA WNT3 ABL2 PDGFRA BCL6 KIF15 BMP4 TUBB3 PARP9 NTF3 KCND3 MITF JAK2 NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 SCN1A OLR1 ACVR1C JUP CITED2 CDH2 COL3A1 EPHA5 OSGIN1 PROX1 DOK5 CNIH2 PODN PTK2B PIK3R3 SEMA5B BTC APOE SGCD TRPM4 AKAP12 CD9 FLCN TTLL1 KIF27 TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK P2RY1 RAP2B ZNF703 ARHGEF2 GATA2 ACAP3 LAMC2 LMNA EPHA3 ERBB4 TGFB1I1 DNAH14 EPHB3 SRGAP1 VAV2 HAS1 CORO1A ENAH ARPC5 CX3CR1 WDR66 COL5A1 FSCN2 NTRK2 LGALS3 BST1 KIF2C PTGS2 GJA5 HES1 MEF2C LRRC15 KCNJ8 DLGAP5
## 14696 ARHGAP11B MAP2K5 PARD6B ADAM19 CYFIP2 KDR PKP4 KIT CHST11 GFRA1 ACVR1 SMARCD3 CRABP2 SAMD14 NES CEBPB STAB2 TIMM8A IQGAP3 POSTN IGF1 NEK3 BGLAP SFRP4 HIST1H3H RGN MYL9 KIAA1217 FZD8 FAM20C TLX2 EN1 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR MINAR1 SOX6 SEMA3A NRG2 LAMA2 AFF2 RDH10 SIDT2 RIDA CCL2 SVIL SCIN TSKU RAB26 CRYGN PGF TAGLN NYAP1 CDK6 NFATC2 PENK CLOCK PDGFA PCNA AGER TYRO3 CLEC3B ALPK2 PCDH18 NR1D2 MSX2 PPP1R9A IL17D SLC7A11 TIMP4 TNFSF9 GCNT1 TNFAIP2 PDPN EZR DSP PLXNA4 RPS6KA5 PDGFRB PDLIM2 HOXA11 TGIF2 TIAM1 EFNA5 COL11A2 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B CTSB DAB2 NOTCH4 CNN2 RORA NINJ1 CTNS LOXL3 HELLS P2RX5 C3 GATA6 TRPC4 FGF10 PSMB8 HSPA1A VPS13A GPER1 PSMB9 ANK3 CDSN TPM1 ANKRD2 PKD1 COL13A1 SERINC5 SLIT2 FOXD1 JAK3 HSPG2 RELN ACTC1 MAP2K1 HCN1 SOCS1 NOLC1 CD44 CDX1 LAMB2 CCND1 ST8SIA4 OSR2 YWHAQ KAZN FOXI1 RNH1 TMEM178A NME5 SCARF1 CELSR3 HRH2 POC1A MOSPD3 HBEGF CEBPD EPM2A FLRT3 MACROD2 TCIRG1 ROR2 DNMT3B FGF18 SIX2 GPNMB ARRDC3 TENM2 MYH11 STON2 TERT IL7R ZNF358 HRAS ANGPTL4 HMX3 NFATC4 GRHL1 FZD5 NFKBID JCAD L3MBTL3 IER2 GPCPD1 DHCR7 NDE1 MICALL2 ETV1 RRM2B PRKDC PAK3 LEF1 RBM47 EGFR VCL SCN1B SPTBN5 TSPY2 RFLNB BATF LAMA4 TGFB3 MEF2B SDCBP BORCS8 ARSE LRRC4C SMTN CEMIP2 FZD7 HDAC11 MAFK MANF FLRT2 EMX2 PKM CNTF FZD4 TNFRSF11A CLASP2 NR1D1 THRA SCG2 WDR19 PMS2 APBB2 MAGED1 ERRFI1 TPBG MSTN CLMN CFLAR SH3GL3 IL1RAPL1 NR2F1 DHFR TRIB1 THRB JPH2 SALL2 CHRM2 CEBPA TRPM2 AKR1B1 NRP2 ACTA2 SREBF1 IGF2 DDR1 TREH BCL2 PHLDB1 SMPD1 RPS6KA2 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA PCSK2 MICALL1 LRP5 PSD ODC1 ENPP1 PIK3R1 PTN HIPK2 CCDC154 FNIP1 NIN SLC8A1 PGM3 TOX PRAG1 SLC5A3 SERPINE2 SLIT3 BFSP1 AIMP2 BGN EPAS1 TUBB2A HSPD1 GPM6B GREM1 CEBPG BDNF PRR7 GDA H2AFX HK2 SYNGR3 SAMHD1 PNP PFKFB3 VEGFB PKP3 FERMT1 RANBP3L SLC38A3 CCN2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 DNAH5 SWAP70 RIMS1 SERPINB5 BMP2 SBF2 LRFN5 RARB FOXO1 KLF10 NUDT1 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF GPR17 LIMS2 RAB3A ATP8B1 NUMBL FANCC RAP1GAP2 ITGA4 CREB3L2 ECE1 METRN NANOS1 VAMP5 LPCAT1 PKDCC SERPINF1 ANG RRM1 SLC1A3 MYC DEAF1 OSR1 EFEMP1 SERPINB7 TNFRSF12A TMEM204 PTGER4 KDM7A ITGA1 CHD7 RCAN1 ITGA2 SLC6A4 BZW2 CTSC IFNE TRIO SERPINE1 TFAP2A RANBP1 ENC1 MAP2 SEMA3B COL5A3 PLXNB1 RTN4RL1 RUNX3 DOCK10 ID4 STAT1 ASXL2 ADORA2A NAIP CYP26B1 SYF2 KLF2 PCDHA3 EXPH5 WDR62 LZTS3 ZEB2 WNT5B INPP5J EFNB2 E2F8 QARS PCDHAC2 DLX6 FANCD2 NRIP1 UCN SALL4 LIAS MAP1A ADM FRY KIF18A NFKBIA INHBA XRCC2 PPAT SMAD7 FOSL1 CSPG4 ADA GCNT2 DLX5 TTC7A AHR DAAM1 B2M DMD MXRA8 KIRREL3 ASAH1 DMRTA1 NXN TNFRSF19 BRCA2 UCHL1 TNFRSF1B MPV17 ANKH STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 BATF2 F2RL1 NRGN COL1A2 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 CYP19A1 LOX ASNS LFNG MAFF SYN1 PLOD3 ADAM10 RUNX1 VEGFA DLC1 CDNF FAM83D E2F2 RFX8 PSME4 ID3 LTF EGF HNMT PSPN COL12A1 FKBP1A COL4A4 TACC3 ANGPTL6 PTPRU MYORG VNN1 NPR3 BACE2 MYRF TGFBR2 ANXA1 HSPB7 SOX4 VLDLR FZR1 ADARB1 SHC3 SHROOM2 SLC1A2 DPF1 PPIB CDK5R1 ALX4 EVL NRG4 REC8 PCDHB3 ITFG2 PCDHB11 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 PCDHB14 PCDHB15 KIF5B VIT CACNA1C PIR SDC2 DAG1 LAMA3 HMG20B APOB MAP4K4 COL4A3 E2F5 TNS3 DNAAF4 COL10A1 JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 PLD4 RGCC FRZB LOXL2 TXLNG WDR35 SEMA4G BAG3 MYO1D RIMS2 ARNT2 HECW1 CYB5D2 VWA1 PCDH17 FHL3 PDLIM7 RSPO3 STK36 NEDD4L CDKL3 NTRK3 TCF7 AFDN SPINT2 NINJ2 RELT HLA-B UST DOCK11 MAMLD1 NOX4 IBSP ADGRG6 PUS7 SULF1 ISL2 ZC3H8 ANGPT1 GCNT4 HMGCL MYO15A GPR173 POFUT2 LOXL1 GPR157 CEND1 EXT1 PLAAT4 FZD1 RSPO2 DNMT1 WNT5A SPATA5 SPP1 PLAAT3 SFMBT1 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SLC4A5 SPRY1 HPSE NPAS1 DHRS3 MBD2 UBASH3B FGFRL1 SRGN CXCL12 ATOH8 CERT1 MATN3 GHR ZFP36 CLU TNFRSF11B NHS NKX3-1 MMP14 NUP93 STC1 SPTBN2 LDLR ACVRL1 CELSR1 MYOZ2 CD74 HIST1H3B TEK HMGCR PPARGC1A MYCL SOX9 PPL ACVR1B ITGA11 HDAC10 SIGLEC15 GPC4 AMIGO2 KCNAB1 BTN2A2 HS6ST1 MAL2 NAV2 CMTM8 FJX1 PCSK5 HMGB3 COL27A1 SELENOP NR4A1 KLF7 JAGN1 ZNF488 HFE SOX18 GPC3 CCN3 TTLL7 GAS6 NRN1 MFSD2A TMIE FGF1 TIPARP FBN1 KRT80 CHN1 PIK3CD ZFP36L2 WARS NNMT TPP1 CLMP CLSTN2 AGPAT5 COL18A1 ADRB2 ZBTB16 MAPT ELL3 RIF1 SLC25A27 PODXL POLM FAT4 TOP2A NDNF COL15A1 ILK INSIG1 APBB1 STMN1 NSD2 KRT86 KRT7 BCAS3 SEMA4B KRT81 FAP WNT2 ACKR3 KLF6 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 SLC4A7 HPGD LGALS9 ITGB2 MYH9 CDKL5 EBP ALPL AXL FOXN3 APPL2 XYLT1 INTU SH3TC2 ARID5B ACAN ETS2 AGO2 SCARA3 DNAJA3 IL1RL2 CHAC1 VCAM1 CKB ICAM1 PATZ1 KANK1 IL18R1 MMP19 CD1D IGFBP5 FLNA PTHLH KRT33B GDF11 GAB2 PCDH19 LRP8 PTX3 NPAS2 TMEM38B TSHZ1 FBXO5 LTBR HAPLN3 NTM MICAL2 ARHGAP26 ESCO2 ASPN TGFBR1 OMD KRT5 TCF21 EXTL1 EYA4 RXFP1 DMC1 TMEM98 LRRC17 S1PR1 BRIP1 VIM MALL SGPL1 TRNP1 FZD2 IFI16 ARHGAP33 PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 NFIA CRIM1 WDR36 EHD1 IL34 ADGRG1 SEMA5A SYBU PLK4 KRT4 CMKLR1 STIL FOXQ1 WNT3 MCOLN3 TSPY1 TGFB1 HYDIN TMEM91 CDH4 SH2B2 COL14A1 SLAMF8 PER2 KRT18 PTPN3 CTNNBIP1 HES6 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK C21orf91 HMGCS1 NR4A3 CORO1C THSD7A VEGFC CSGALNACT1 ISLR2 PEG10 TGFBI E2F1 PARP2 NPHP1 DNER DDAH1 PDLIM1 IFT122 EDNRB CCN1 BTBD8 RASSF2 NLGN2 AQP1 SUN2 IRS2 IRF2BPL COL6A3 DPF3 PAX9 MEGF10 PRICKLE1 SIK1 GLDN COL9A2 VDR PRICKLE2 LARGE1 FGF11 ACACB ANTXR1 CALM1 COL11A1 ADAMTS7 NRCAM KLF4 MMRN2 TNS2 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 MSC JUNB PLCB1 ASB1 PARD6A TRPC6 STK40 HHIP HIF3A CAPN1 MET CD248 SRPX2 CAPRIN2 ARNTL HAS2 TLE2 MYH3 EGR1 CX3CL1 LAMA1 KMT2D C6 COL7A1 STRA6 CCNA2 USP1 RAPGEF2 ALDH1A3 ITPKA ABAT SPOCK1 GDF7 ROR1 ADAMTS6 ADAMTS12 MCAM FST NOX5 HOXD9 HOXD4 TEAD2 HIST1H3E CBL HOXD1 COL4A2 ZHX2 VSIR HIST1H4H COL4A1 ADAMTS9 FHL1 DOK4 FAT1 TGM1 LRP2 ID1 CDKN1C FAM210B TMEFF1 TBXA2R RAC2 IL7 BMPER HDAC9 MUSK NSMF COL6A1 ENG VSTM2L HSPA9 DNAJB9 MAP1B FARP2 BCHE LMO4 KLHL3 SSTR1 HHEX AMOT RTKN2 ACE FGF7 BMP2K GAP43 PHLPP2 SIM1 LPAR1 EZH2 TRPV4 ANXA6 TNFSF10 IL12A RSAD2 TMOD2 VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 GABRB1 STMN2 MTERF4 C1QTNF5 PRDM1 S1PR5 BCL2L1 CAVIN4 FSTL3 CDH1 NPY1R NCAM2 RGS2 MMD LSAMP PRDM6 FOXP1 LZTS1 PLS3 ZFP36L1 DYRK1B SGK1 TMEM100 MYH15 ESM1 AKR1C3 OBSL1 RBP1 FURIN INHA RASGRP1 PHLDB2 EDN1 HEY1 AK4 PTPRF CNGB1 THY1 HMOX1 EPOP TLR4 ECT2 NPAS4 ACTB CYP26A1 GJB2 LRRC6 FGF14 CSF2 CDKN2C ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 CHKB AKAP6 ADAMTS4 SPEG PLP1 MFNG LRRN3 HIP1R HOXC13 IMMP2L LAMA5 PRL ZMIZ1 HOXC11 NCOA3 HOXC4 NOG TPD52 CARD10 FGL2 SULF2 VASP SLC20A1 ZC3H12A APELA MBOAT7 GRB10 KDELR1 SEMA7A APBA1 MFAP5 CALM3 BRINP1 MYLK2 MAFB NLN FOXS1 CEP120 AMOTL2 CFL1 F3 DDIT4 NECTIN1 APOD SLC9B2 HDAC5 CAMK2B KRTAP1-5 PPARGC1B NEO1 ERBB3 RHOBTB3 HIVEP3 LAG3 SIX1 GDNF EGR2 ADAMTS2 KCNK3 ASPM ITGB4 ROGDI PAPSS2 SEMA6B BRCA1 LEPR ID2 ADAM22 MKNK2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 TBL1XR1 PRTG LDHA KIF20B ZSWIM5 LHX9 NFE2 CEP55 ING2 RTN4RL2 SLITRK1 UHMK1 RBP4 MAOB DDR2 SERPINI1 PTPRC CRIP2 DBP ACVR2B BCL2L11 CD38 CHRDL1 CD24 EFHC2 MYL6 SPARC THBS1 HSD17B7 NGEF PAK4 RGS4 SNORC ZNF219 DACT3 SLITRK6 NDRG2 EPHB1 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A SLC17A7 WDR78 SPTLC2 MYL2 APLN MTSS1 PBX1 LRIG1 SYNE2 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 SOX5 ATP5IF1 DHRS2 FGF5 GRIN2A BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 AARD C1QL1 LRRC4 GNAO1 KRT10 INHBB PLCD3 ADGRB2 NOTCH2NLC IL11 PTGIS TMEM107 RFLNA LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT S100A4 ALDH5A1 BLNK MGMT GPLD1 KDM6B COLQ CD4 RPS6KA1 B4GALT5 MMP24 FLT3LG HES4 ZNF804A PBLD HNRNPAB FGF2 STAT5A DHCR24 CHSY1 DISC1 RBM20 TENM4 SARS GNRH1 CAMK4 HIST2H4A HIST2H4B CCNB2 HLA-DRB1 MYO1E BHLHE40 MSH2 GNB4 SOCS3 RAMP1 CELSR2 MOSMO MYOCD CNR1 RNF41 ALCAM PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D ANLN EMP2 CPE NOTCH3 NRBP2 AACS ETV7 ZFHX3 TBX19 NEDD4 WLS PCSK9 HMGB2 SAP30 POPDC2 NAV1 CTSH ZIC4 SCN2A FLNB RARRES2 SMAD6 ZIC1 SMOC1 PALM KITLG CCDC39 WNT7B MEIS1 PRKCH DUSP6 MSLN EBF2 ITGB1 IRF1 PREX1 CC2D2A ATP2B1 MTF1 PLCE1 KLF15 MKX NRG1 SCRG1 IL33 EPOR SHANK1 ROBO3 PTH1R CTF1 LTBP3 ELN FGFR2 ADGRA2 SYPL2 TFRC ENPEP MYL3 AMIGO1 AGTR1 AUTS2 NID1 PDLIM3 BNIP3 PRKG1 ARRB1 TMEM131L DKK1 LRP4 LBH AGRN NOTCH1 SEMA3C UGCG OAS2 EXOSC6 APOLD1 HIF1A RCN3 EPHA4 AARS EGFL7 ARHGAP22 VCY1B ITGA7 SYT2 ITSN1 TSPAN12 GAA THBS2 LGR5 LGALS1 RNF207 CSF1 BLOC1S1 TTPA MYOM1 INSIG2 TIMELESS COL8A1 FOXO3 GMNN TLR2 SPTBN4 RECK PRDX1 RIPOR2 APCDD1 KBTBD8 MEGF9 SCX LUM IFRD1 DCN TRIOBP RYR2 ATF4 NRXN3 PLEKHA4 CD109 TIMP2 RRAS ROBO4 P3H1 SATB1 CHRM3 NRROS ACTN1 ECM1 WASF3 RNF157 HIST4H4 HERC6 ITM2C CTH PTPRJ HOXA7 HOXA4 ITGAV POLQ EIF4EBP1 CCN4 MGP FOXN2 SFRP2 TLE3 ALX3 RACGAP1 POMK CREB3L1 MYH10 DCHS2 IL6R CNTN3 EXO1 ANKRD1 PDGFD FRYL SOCS2 NASP NUPR1 SLC6A17 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP INSC RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 CTSK DGKG CRLF1 LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 PKP2 EPHA2 CALCRL PRCP ADORA1 SCN2B ZBTB18 NEGR1 ARHGEF19 KRTAP2-2 FASN GLI1 TYMS WWOX CHI3L1 PRRC2C PTPRO MAF DDIT3 IFNGR1 DPYSL4 BTG2 PRELP PROK1 TLE1 ATP2B4 PCK2 PECAM1 AMOTL1 G6PD ZNF423 NFASC SNAI1 SEZ6L2 TNFAIP3 ERCC6 CXCL8 CDH11 KIF26B CXCL1 PF4 SLC2A1 ATAD5 POLE PCLO KRT34 ADAM12 NCS1 GPRC5B ARHGAP24 TNFSF4 MESP1 LDB2 ETNK2 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 TBX3 ZSWIM4 HSPA5 ANPEP MAGI2 NAGLU DAAM2 ASS1 PTPN22 CRYGS SEMA3E ADGRL3 TRIM58 GDPD5 RAB29 VCAN GYS1 CCNF KRT32 DLG1 RAB7B GNPNAT1 FUZ NPTX1 NTN1 SORBS2 TTC9 CD83 NPY2R CSTA DLX2 JAG1 PRPS1 DYRK3 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HAPLN1 KRT15 MELK HOMER1 BAMBI CACYBP KRT19 KRT9 KRT14 IL12B SLC10A7 CCDC88A NREP SERPINH1 EFNA4 EFNA3 EFNA1 KRT16 EVI2B ADIPOQ BTBD3 FANCA MYLIP PAPPA2 IL6 CIT FOXP2 FYN BAIAP2 UGT1A1 ASTN1 ABCA2 GSN RGS9 NPHP4 MAP6 NRP1 ALDH3A2 ATP7B ABCD2 IL27RA LRP1 SAT1 BCL3 ATXN1 NCAPG2 CRYAB HMGA2 IDH2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 RBM24 TCF4 LAMB3 SAPCD2 TIE1 HSD11B1 EDNRA DIXDC1 WDR77 THBS3 ISM1 PRKCA AZI2 IRF6 POU2F2 SIPA1L1 FANCG ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CDO1 ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 HSD17B2 E2F7 TLR3 TUBB3 EPGN NTF3 DGAT2 MITF PIM1 JAK2 SNCA CPAMD8 PRLR ADGRL1 NAV3 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 IGSF10 ALOX15B BHLHE41 CD160 ATF3 PIAS3 ABLIM1 BATF3 TSPAN2 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 GIP LRIG3 CITED2 TUFT1 CDH2 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 AREG PROX1 DOK5 MCM2 PTK2B CENPF PIK3R3 B4GALT2 KCNK2 IGSF3 SEMA5B APOE TACC2 SGCD CEMP1 TRPM4 TCIM ALOXE3 SYNJ2 MYB ZNRF3 CD9 FLCN KIF27 COL5A2 HES7 KREMEN1 IL18 TGFB2 ITGA6 TXNIP PAFAH1B3 CLDN1 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 FLG HRNR CD274 SFRP1 NOTCH2NLA P2RX4 DCLK2 IL1RAP HLX DUSP10 MYLK RELB P2RY1 SLC40A1 TBX15 ZNF703 LIN7A FAM20A TRAPPC9 RRS1 SPRR2D ARHGEF2 GATA2 ACAP3 WNK4 ANKRD11 LAMC2 LMNA EPHA3 TRIM16 ERBB4 PHGDH CBFB TGFB1I1 EPHB3 AP2M1 VAV2 LBR CSRNP1 ENAH XIRP1 NTNG2 ARPC5 PSMD2 CX3CR1 ORAI1 ULK2 CAT HSF4 ANXA2 COPRS PARP1 ITPKB DRP2 MME KALRN FHOD3 COL5A1 ESR1 FSCN2 NTRK2 LGALS3 SCN8A WNT9A ATP2C2 PTGS2 GJA5 HES1 MEF2C KCNJ8 PDLIM5 RGMA PTCH2 HEG1 DLX3 POPDC3
## 11039 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 RGN DUOX1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 PGF CDK6 PDGFA AGER CCL26 PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN ARHGAP18 CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB ARRDC3 TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 SCG2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 ELANE SERPINF1 MAP2K3 TNFRSF14 FAM107A TACR1 PTGER4 ITGA2 SERPINE1 SEMA3B F2R PLXNB1 DOCK10 ADORA2A MCTP1 WNT5B EFNB2 SMAD7 ADA GCNT2 STX3 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ANXA1 ADARB1 EVL NRG4 TNFAIP6 P2RY6 DAG1 LAMA3 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD IL16 COL18A1 PODXL SSH2 ILK BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 SSX2IP ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK CATSPER1 LAMA5 PC NOG TRIM25 CARD10 ZC3H12A APELA SEMA7A TMSB10 AMOTL2 F3 APOD HDAC5 LBP CAMK2B ERBB3 SEMA6B STARD13 SPRY2 KIF20B ZSWIM5 DDR2 TMSB15B PTPRC SPARC THBS1 TRIM13 KIF14 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD FBLN1 RNF41 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN SPOCK3 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP AP1AR ADORA1 DDX58 PTPRO SLC8B1 PECAM1 AMOTL1 SNAI1 CFAP69 CXCL8 LDB2 SEMA6C SMURF2 ARSB ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E C5 FUZ NTN1 JAG1 FOXC2 ROBO2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA MID2 LRP1 IDH2 PLXNA2 NKD1 LRRK2 TIE1 PRKCA WNT3 ABL2 PDGFRA BMP4 NTF3 MITF JAK2 SNCA NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 BTC APOE AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 MEF2C LRRC15
## 7320 ADAMTS13 MAP2K5 ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT PEAR1 ACVR1 CEBPB STAB2 POSTN IGF1 BGLAP CGREF1 MYL9 HLA-E FLRT1 B4GALT1 LAMA2 CCL2 CDK6 CDH6 AGER TYRO3 PAG1 PCDH18 CCN6 SLC7A11 TNFSF9 GCNT1 PDPN CD70 EZR DSP PLXNA4 PARD3B TNFSF14 TIAM1 EFNA5 ROM1 BMP6 ACER2 NINJ1 LOXL3 PLEKHA7 ANK3 CDSN TPM1 CD99 PKD1 COL13A1 JAK3 RELN SOCS1 CD44 LAMB2 SCARF1 CELSR3 ARVCF FLRT3 PLAU GPNMB TENM2 EPHB6 IL7R WASHC2C CNTNAP3 GTPBP4 NFKBID JCAD MICALL2 PAK3 LEF1 EGFR CCL5 VCL SCN1B LAMA4 LRRC4C CDH24 HLA-DRB1 FZD7 LPXN FLRT2 FZD4 FERMT3 CLASP2 IL32 TPBG PRKCE IL1RAPL1 JAM2 VTN NRP2 HLA-A IGF2 DDR1 BCL2 MAP3K8 PLXNB3 RHOA TECTA PIK3R1 PTN CLDN23 SERPINE2 HSPD1 GPM6B GREM1 PDZD2 PNP TNXB PKP3 FERMT1 COL17A1 CCN2 FMN1 LIMCH1 DUSP1 SWAP70 BMP2 HSPH1 LRFN5 TRPM7 APBB1IP LIMS2 ITGA4 TNFRSF14 FAM107A TNFRSF12A CYTH3 ITGA1 ITGA2 SERPINE1 COL5A3 PLXNB1 RUNX3 FXYD5 ADORA2A PCDHA3 PCDHA12 EFNB2 PCDHAC2 SMAD7 FBLN2 ADA GCNT2 DMD MXRA8 KIRREL3 STX3 HSPB1 CCN5 ADAM10 RUNX1 VEGFA DLC1 ESAM LTF ACTN4 RND3 C2CD4B COL12A1 PTPRU VNN1 TGFBR2 ELANE ANXA1 CLDN15 STXBP6 CDH7 CDK5R1 PCDHB3 PCDHB11 PCDHB7 PCDHB12 PCDHB10 PCDHB16 PCDHB14 TNFAIP6 PCDHB15 VIT DAG1 LAMA3 MAP4K4 COL4A3 PLA2G2A FBLN7 SPARCL1 RGCC LOXL2 DLG2 PCDH17 MFAP4 AFDN SPINT2 PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 PCDHGB1 PCDHGA12 NINJ2 COL28A1 PCDHGA2 PCDHGA1 MYO10 PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 PCDHGA9 PCDHGA11 PCDHGB2 IBSP ZC3H8 ANGPT1 CNTNAP3B WNT5A SPP1 ITGA8 PALLD HPSE UBASH3B FGFRL1 CXCL12 IL20RB CDH18 MMP14 DUSP3 ACVRL1 CELSR1 CD74 TEK SOX9 ITGA11 ARHGAP6 GPC4 AMIGO2 IGFBP7 BTN2A2 DPP4 HFE CCN3 TMEM8B GAS6 ADAMDEC1 FBN1 CLSTN2 COL18A1 ZBTB16 SIRPA PODXL FAT4 NDNF SPON2 COL15A1 ILK CORO2B BCAS3 FAP ACKR3 COL4A6 MBP COL8A2 LAMB1 LGALS9 ITGB2 MYH9 AXL ACAN ICAM4 DNAJA3 IL1RL2 VCAM1 NUAK1 ICAM1 IGFBP2 KANK1 PDE5A DOCK8 CD1D FLNA PCDH19 HAPLN3 NTM OMD ECM2 S1PR1 ICAM5 SAA1 MFGE8 CYP1B1 SSX2IP ICAM3 CADM3 ADGRG1 SEMA5A EPB41L4B TGFB1 CDH4 COL14A1 VMP1 KRT18 FN1 TNC SELPLG IGSF9 CDH10 NR4A3 CORO1C TGFBI ISLR NPHP1 PDLIM1 PRNP CCN1 CCL28 NLGN2 COL6A3 MEGF10 GLDN TMEM102 ANTXR1 NRCAM KLF4 EPB41L5 RHOB CAV1 TENM3 FBLN5 ITGB3BP KLRK1 SRPX2 SLAMF1 BAIAP2L1 ABI3BP HAS2 CX3CL1 LAMA1 COL7A1 CLCA2 ABAT SPOCK1 SLAMF7 ADAMTS12 MCAM TINAGL1 FRMD5 NEDD9 SVEP1 VSIR ADAMTS9 FAT1 ID1 RAC2 COL16A1 F11R IL7 COL6A1 ENG VSTM2L AJUBA FARP2 THEMIS2 TRPV4 IL12A VAV3 CDH3 PTPRM SNED1 CTNNAL1 FSTL3 CDH1 NCAM2 LSAMP ZFP36L1 CD151 RASGRP1 PHLDB2 PTPRF THY1 ACTB ITGBL1 COL6A2 ITGB3 MDK APLP1 GBP1 LAMA5 ZMIZ1 CD177 CERCAM FGL2 ZC3H12A APBA1 NECTIN1 APOD MAGI1 PELI1 NEO1 ERBB3 CDC42EP1 LAG3 NID2 ITGB4 ADAM22 ITGB8 TRIM29 ENTPD1 TROAP SLITRK1 DDR2 CNN3 SERPINI1 PTPRC NFAT5 SRPX MMP12 BCL2L11 CD24 THBS1 PAK4 EPHB1 KIF14 ITGA5 MDGA1 MTSS1 COL1A1 PLXND1 EFNB3 MYADM NFKBIZ IL1B LRRC4 INHBB LEP MYPN TNFRSF13C EBI3 TESK2 CD4 MMP24 DISC1 RHOD TENM4 GNRH1 HCK SCARB1 CELSR2 FBLN1 ALCAM PLXNA3 GLI2 CSRP1 EMP2 CD200 ZFHX3 DPT SMAD6 ATP1B1 KITLG WNT7B MSLN LMO7 ITGB1 IRF1 PREX1 ROBO3 TFRC AMIGO1 NID1 PRKG1 TMEM131L CCDC80 NOTCH1 EPHA4 EGFL7 ITGA7 THBS2 LGALS1 CSF1 COL8A1 RIPOR2 MEGF9 NRXN3 PCDH10 ROBO4 ACTN1 MYL12A PTPRJ HOXA7 ITGAV CCN4 SFRP2 CLDN11 MYH10 MELTF DCHS2 CNTN3 CADM1 SORBS1 EMILIN1 RGMB LIMS1 ARHGDIB PKP2 EPHA2 AP1AR NEGR1 CDH8 PTPRO FAT3 C1QTNF1 PECAM1 NFASC CXCL8 CDH11 KIF26B ADAM12 TNFSF4 NLRP3 ASS1 PTPN22 SEMA3E ADGRL3 GRAP2 VCAN DLG1 NTN1 MPZL3 CD83 NPY2R CSTA JAG1 FOXC2 ROBO2 APOA1 NTN4 HAPLN1 CLDN7 IL12B PVR EFNA1 ADIPOQ IL6 FYN BAIAP2 ASTN1 MUC1 GSN EDIL3 NPHP4 NRP1 LRP1 PLXNA2 LAMB3 THBS3 PRKCA ABL2 PDGFRA BCL6 NOD2 COMP BMP4 PCDH9 JAK2 BCAM ADGRL1 RASA1 CYTIP CDH13 CNTNAP1 SSPN PIEZO1 CD160 OLR1 JUP ITGA10 SORBS3 CITED2 CDH2 IDO1 COL3A1 PPP1R12A PTK2B MYB CD9 FLCN IL18 TGFB2 ITGA6 PYCARD CLDN1 CLDN16 NEXN S100A10 PDCD1LG2 CD274 SFRP1 IL1RAP HLX DUSP10 RAP2B ZNF703 LAMC2 EPHA3 CBFB TGFB1I1 EPHB3 HAS1 CORO1A NTNG2 CX3CR1 ANXA2 ITPKB PPFIBP1 COL5A1 ACTG1 HMCN1 LGALS3 BST1 HES1 LRRC15 PDLIM5
## 8702 SCG5 KCNG1 BYSL C5orf30 MAP2K5 HLA-F PARD6B LRRC32 KDR KIT C2 ACVR1 CEBPB POSTN IGF1 BARD1 SFRP4 RGN DUOX1 HIP1 PLCB2 KCNIP3 HLA-E CALR IL15RA SEMA3A NRG2 LAMA2 SIDT2 CCL2 SCIN CCL7 RAB26 PGF TLR1 CDK6 TLR6 CLOCK PDGFA AGER CCL26 C1QTNF2 ROS1 PPP1R9A SLC7A11 FABP5 PDPN EZR SPIDR DSP PLXNA4 TMSB4X NUP153 TNFSF14 AP003071.5 PDGFRB KCNS2 TIAM1 EFNA5 PINX1 BMP6 SHANK2 LGR4 SHTN1 DAB2 CNN2 GPSM3 TRIB3 TAX1BP3 PRR5L P2RX5 C3 FGF10 HSPA1A GPER1 TRDN PFKL ANK3 TPM1 CD99 DNAJA4 SLIT2 RELN MAP2K1 ARHGAP18 CARMIL1 HCN1 SOCS1 NOLC1 SLC26A6 EHD3 YWHAQ HOMER2 CELSR3 HBEGF EPM2A TCIRG1 KCNB1 ROR2 PLAU PXK FGF18 GPNMB STON2 TERT HRAS GTPBP4 NKAIN2 FZD5 KCNK6 CHCHD10 JCAD IBTK MICALL2 PAK3 LEF1 EGFR CCL5 VCL SCN1B KCNE4 EHD4 MIF LAMA4 PTP4A3 TGFB3 SDCBP MYRIP HLA-DRB1 WWC1 ITPR3 FLRT2 FERMT3 PRKAG2 TNFRSF11A CLASP2 NR1D1 STX1A PLCD4 ABCA7 NMU IL17RC RAB9A MAGED1 MSTN RAB11FIP2 SH3GL3 KCNS3 PRKCE IL1RAPL1 TRIB1 KCND1 AL121845.2 JPH2 JAM2 KCNMB1 CHRM2 TMEM37 VTN TRPM2 NRP2 SREBF1 BCL2 EPHB2 MRAP PLXNB3 SOD2 RHOA LRP5 HTR1B PLA2R1 ENPP1 PIK3R1 PTN SLC25A6 NLRP10 PCNT SLC8A1 CEP72 PRAG1 ARHGEF39 IFITM1 C4A SERPINE2 DGKI LMAN1 TP53INP1 GPM6B CCNE2 GREM1 BDNF IFI27 HK2 SYNGR3 VEGFB FERMT1 SLC38A3 TUBB2B CCBE1 LIMCH1 DUSP1 PNKD EIF2AK3 GNAI2 SWAP70 SPAG5 TMEM14A RIMS1 BMP2 RHOQ PMAIP1 PLK2 YWHAH CLIP3 DRD4 GAS1 LIF RAB3A ITGA4 BDKRB1 VAMP8 SYT15 PKDCC SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A C2CD2L RSC1A1 C4B RSL1D1 TACR1 KCNMA1 OSR1 DAPK1 PTGER4 CHD7 ITGA2 SLC6A4 ITPR1 SERPINE1 SAR1A LYPD1 MAP2 SEMA3B F2R TSPAN13 PLXNB1 DOCK10 CLIC6 FXYD5 ADORA2A DENND10 EXPH5 MEST MCTP1 WNT5B EFNB2 UCN MAP1A NFKBIA INHBA GNL3 SMAD7 PKIG ADA GCNT2 TRPV3 B2M DMD SNTA1 TNFRSF1B STX3 ANK2 PTCH1 REM1 F2RL1 VASH1 HSPB1 CDK1 TBC1D1 STC2 DAPK2 PLA2G6 CAPN3 CYP19A1 KCNK15 SPATA13 RIMS4 SYN1 ADAM10 VEGFA DLC1 MGAT5 KCNA4 STK26 EGF ACTN4 RND3 GSDMD ALKBH7 FKBP1A PTPRU BST2 TGFBR2 ELANE ANXA1 OR51E2 SOX4 ADARB1 STXBP6 SLC1A2 CDK5R1 EVL NMB CTSD NRG4 WRAP53 TNFAIP6 KIF5B P2RY6 CACNA1C DAG1 LAMA3 PLCL1 APOB IGBP1 MAP4K4 RGCC DLG2 SEMA4G BAG3 RIMS2 HECW1 GPI KCNJ15 PCDH17 DNM1 MCU SEC24A NEDD4L NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 CDCA5 NOX4 SULF1 CNPY4 SLC26A4 CEMIP ANGPT1 MYO18A ABCA1 TCAF1 GPR173 POFUT2 XPO1 WNT5A OPRL1 SPP1 GPR35 SEPTIN4 PKD2 ADAMTS1 UBASH3B PRKAA2 SRGN CXCL12 ATOH8 ARHGEF5 SLC25A23 ZFP36 CLU MAP2K6 NKX3-1 MMP14 STC1 SYT8 DUSP3 ACVRL1 KCNJ2 ERFE SCN7A CD74 TEK HMGCR PPARGC1A SOX9 ACVR1B ARHGEF16 GPC4 RAB27B KCNAB1 TFDP1 IL1R2 SYT7 BTN2A2 GPD1L DPP4 GRASP KLF7 LGMN JAGN1 HFE CLIC5 GPC3 POLR1A TMSB15A CCN3 GAS6 NRN1 FGF1 DYNC1H1 HSPA8 BBC3 PIK3CD ICA1 IL16 COL18A1 ADRB2 MAPT ORM1 SIRPA ORM2 SLC25A27 PODXL SSH2 ILK INSIG1 APBB1 STMN1 CORO2B NSD2 BCAS3 SEMA4B ACKR3 FKBP1B DZIP1L JUN ENPP2 SPHK1 MBP C5AR1 LAMB1 C5AR2 NR1H3 LGALS9 ITGB2 IL1R1 AXL APPL2 PDE4D SH3TC2 AGO2 DKC1 ICAM1 STAC2 PLCB3 CACNA2D2 IL1RL1 KANK1 DIAPH1 DOCK8 IGFBP5 LDLRAP1 FLNA GAB2 PTX3 TMEM38B FBXO5 RHBDF2 IGFBP3 TGFBR1 CYGB BEST1 TMEM98 S1PR1 RANGAP1 CRY1 PINK1 SINHCAF SAA1 CCL20 PRKD1 SDC1 MFGE8 CYP1B1 MRAP2 SNCAIP SSX2IP EHD1 TP53INP2 ADGRG1 SEMA5A GRIN3B SYBU MCOLN2 CMKLR1 MX2 VAMP1 TSLP MCOLN3 EPB41L4B GABRE TGFB1 CRP MPP1 SLAMF8 PER2 ISCU PTPN3 FN1 FGR KCNQ5 NR4A3 CORO1C ABLIM3 VEGFC PID1 E2F1 ATP1A2 SSH1 CACNB3 EDNRB PRNP REEP1 CCN1 CCL28 NLGN2 AQP1 SUN2 IRS2 CBARP SIK1 AHNAK TMEM102 CD14 ADCY8 ACACB FABP3 CALM1 KLF4 MMRN2 EPB41L5 RHOB CAV1 ADRA2C TRPA1 PLCB1 ARL6IP1 REEP2 EFCAB7 CXCL16 PARD6A LPL TRPC6 KLRK1 TXN CAPN1 MET SRPX2 CENPQ PLD1 WDR54 ARNTL HAS2 CX3CL1 LAMA1 RAPGEF2 ABAT MCAM NOX5 CBL FRMD5 NEDD9 CRACR2B KCNJ6 VSIR ADAMTS9 FHL1 SH3RF2 BANK1 OXSR1 PKIA RASL10B CCNE1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA MAP1B LMO4 AMOT ACE FGF7 BMP2K LPAR1 NALCN TRPV4 GCLC ANXA6 IL12A RSAD2 HTR2C ATP2A1 CDH3 PTPRM KCNQ3 BCL2L1 TF NAF1 CDH1 RGS2 MMD RIMS3 AC091959.3 FOXP1 RAB20 ZFP36L1 SGK1 CD151 PLS1 INHA RASGRP1 PHLDB2 EDN1 RTN2 THY1 HMOX1 TLR4 ECT2 BORA ACTB FGF14 TRPC3 ABCB1 ITGB3 MDK AKAP6 CATSPER1 HIP1R GBP1 LAMA5 PRL CD177 NOG CARD10 PLCB4 MMP8 ZC3H12A APELA GRB10 SEMA7A APBA1 CALM3 ANKRD13A TMSB10 MYLK2 GAPDH CEP120 AMOTL2 F3 KCNJ14 MAP2K2 APOD SLC9B2 HDAC5 LBP CAMK2B CADPS2 AZIN2 ERBB3 GLRX DNAJC6 SIX1 GDNF PASK SEMA6B STARD13 SPRY2 GPSM2 LEPROT TRIM22 SIX4 HTR2A TRIM6 KIF20B PLK1 ZSWIM5 TRIM29 NOS1AP UHMK1 RBP4 MAOB DDR2 TMSB15B PTPRC PDE4B MMP12 CD38 HVCN1 SPARC THBS1 SGIP1 RGS4 CENPJ CRBN UNC13D KIF14 CORIN TGFBR3 OXTR ITGA5 SLC17A7 APLN SYNE2 COL1A1 PLXND1 GPC1 MYADM ATP5IF1 GRIN2A IFIH1 BOK IL1B RTN4 SESN2 WASL CSF1R GNAO1 PIM3 CCSAP PIP5KL1 INHBB PLCD3 IGF1R IL11 LEP NDRG4 KCNH7 AGT NDC80 MICAL1 GPLD1 CRY2 CD4 RAPGEF4 TBC1D4 DOCK4 SYT12 RAB3D PBLD FGF2 STAT5A DOCK5 SSC5D RHOD NETO2 GNRH1 RSPO1 BIRC5 HCK SCARB1 BICD1 MYOCD FBLN1 CNR1 RNF41 KCNE3 PRKG2 PLXNA3 CHRNA6 RIPK3 CAMK1D EMP2 CD200 SCN3A AACS NUP58 SH3BP1 NEDD4 WLS PCSK9 GSTM2 SRGAP3 CTSH RAB31 SCN2A RARRES2 ZIC1 TNK2 ATP1B1 KITLG CCDC39 EPPK1 PRKCH ITGB1 PREX1 ATP2B1 PLCE1 KLF15 NRG1 IL33 SHANK1 ADGRA2 GRIA1 ADRA2A KCND2 AMIGO1 MCC AGTR1 PRKG1 PANX2 ARRB1 DKK1 LRP4 NOTCH1 SEMA3C OAS2 HIF1A KCNN4 ARMC4 SYT2 ITSN1 CRACR2A PIP4P2 RNF207 CSF1 PROM2 MYOM1 AKAP5 HSPA2 FOXO3 TLR2 RAB11FIP1 SPTBN4 RECK USP36 RIPOR2 MAPRE2 DCN SPOCK3 RYR2 ATF4 NRXN3 GCC2 RRAS ROBO4 P3H1 ACTN1 ECM1 SVBP PTPRJ HOXA7 ITGAV VSNL1 CCN4 SFRP2 MYH10 IL6R KMO CAVIN1 CADM1 SORBS1 ANKRD1 PDGFD NUCB1 PRRT2 STAC PTGER3 GTSE1 TMEFF2 EMILIN1 KCNC4 SCN4B MST1 CTSS LDLRAD4 ARHGDIB PKP2 EPHA2 PRCP TPCN1 AP1AR ADORA1 SCN2B CACNA2D1 DDX58 PTPRO DDIT3 IFNGR1 ATP2B4 C1QTNF1 SLC8B1 PECAM1 AMOTL1 G6PD KCNAB3 SNAI1 CFAP69 TNFAIP3 CXCL8 STON1 SLC2A1 RAB3B STON1-GTF2A1L PCLO NCS1 PACSIN3 CLIC3 TNFSF4 LDB2 SEMA6C SMURF2 ARSB NLRP3 RAB15 ZSWIM4 HSPA5 MAGI2 ASIC1 GCSAML PTPN22 SEMA3E TRIM58 RAB29 C5 DLG1 TTLL6 FUZ ARL6IP5 NTN1 APOC3 NPY2R BNIP3L RASSF5 JAG1 FOXC2 APOA1 PFKFB2 HOMER1 C4BPB C4BPA CCDC88A CLTCL1 EFNA1 KRT16 EFHB ADIPOQ IL6 FYN ABCA2 GSN SQSTM1 RGS9 SEC16B NRP1 IL27RA LRP1 TMEM38A CRYAB IDH2 PLXNA2 NKD1 DCLK1 LRRK2 SAPCD2 TIE1 EDNRA PRKCA WNT3 C1QTNF12 ABL2 PDGFRA KLHL24 BCL6 CASP1 NOD2 KCNH1 BMP4 CYBA SIRT4 PACSIN2 PARP9 NTF3 KCND3 MITF DTX3L CTTNBP2NL JAK2 SNCA NAV3 EREG CDH13 ITPR2 IGSF10 ALOX15B PDZK1 SCP2 CD160 SCN9A BEX4 CARD16 SCN1A ACVR1C JUP CDT1 KMT2A SYT1 GIP CITED2 CDH2 CABP1 COL3A1 EPHA5 TP63 PLCD1 OSGIN1 PROX1 NECAB2 PPP1R12A CNIH2 PODN PTK2B PIK3R3 BTC APOC1 APOE TRPM4 MYB AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD EPRS CLDN1 P2RX7 PDGFC IL26 STOM GLUL NEXN CD274 SFRP1 P2RX4 DCLK2 IL1RAP DUSP10 RRAD MYLK P2RY1 PER1 RAP2B ZNF703 ARHGEF2 AAK1 GATA2 WNK4 LAMC2 LMNA EPHA3 TRIM16 ERBB4 AP2M1 SRGAP1 HAS1 CORO1A CX3CR1 ORAI1 ANXA2 PARP1 PSEN2 KALRN SEPTIN5 AC000093.1 LGALS3 BST1 SCN8A GEM ATP2C2 PTGS2 GJA5 MEF2C LRRC15 KCNJ8 SPX SEPTIN1 PLK3 TRIM17
## 2918 ADAMTS13 MAP2K5 ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT PEAR1 ACVR1 CEBPB STAB2 POSTN IGF1 BGLAP CGREF1 MYL9 HLA-E FLRT1 B4GALT1 LAMA2 CCL2 CDK6 CDH6 AGER TYRO3 PAG1 PCDH18 CCN6 SLC7A11 TNFSF9 GCNT1 PDPN CD70 EZR DSP PLXNA4 PARD3B TNFSF14 TIAM1 EFNA5 ROM1 BMP6 ACER2 NINJ1 LOXL3 PLEKHA7 ANK3 CDSN TPM1 CD99 PKD1 COL13A1 JAK3 RELN SOCS1 CD44 LAMB2 SCARF1 CELSR3 ARVCF FLRT3 PLAU GPNMB TENM2 EPHB6 IL7R WASHC2C CNTNAP3 GTPBP4 NFKBID JCAD MICALL2 PAK3 LEF1 EGFR CCL5 VCL SCN1B LAMA4 LRRC4C CDH24 HLA-DRB1 FZD7 LPXN FLRT2 FZD4 FERMT3 CLASP2 IL32 TPBG PRKCE IL1RAPL1 JAM2 VTN NRP2 HLA-A IGF2 DDR1 BCL2 MAP3K8 PLXNB3 RHOA TECTA PIK3R1 PTN CLDN23 SERPINE2 HSPD1 GPM6B GREM1 PDZD2 PNP TNXB PKP3 FERMT1 COL17A1 CCN2 FMN1 LIMCH1 DUSP1 SWAP70 BMP2 HSPH1 LRFN5 TRPM7 APBB1IP LIMS2 ITGA4 TNFRSF14 FAM107A TNFRSF12A CYTH3 ITGA1 ITGA2 SERPINE1 COL5A3 PLXNB1 RUNX3 FXYD5 ADORA2A PCDHA3 PCDHA12 EFNB2 PCDHAC2 SMAD7 FBLN2 ADA GCNT2 DMD MXRA8 KIRREL3 STX3 HSPB1 CCN5 ADAM10 RUNX1 VEGFA DLC1 ESAM ACTN4 RND3 C2CD4B COL12A1 PTPRU VNN1 TGFBR2 ELANE ANXA1 CLDN15 STXBP6 CDH7 CDK5R1 PCDHB3 PCDHB11 PCDHB7 PCDHB12 PCDHB10 PCDHB16 PCDHB14 TNFAIP6 PCDHB15 VIT DAG1 LAMA3 MAP4K4 COL4A3 PLA2G2A FBLN7 SPARCL1 RGCC LOXL2 DLG2 PCDH17 MFAP4 AFDN SPINT2 PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 PCDHGB1 PCDHGA12 NINJ2 COL28A1 PCDHGA2 PCDHGA1 MYO10 PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 PCDHGA9 PCDHGA11 PCDHGB2 IBSP ZC3H8 ANGPT1 CNTNAP3B WNT5A SPP1 ITGA8 PALLD HPSE UBASH3B FGFRL1 CXCL12 IL20RB CDH18 MMP14 DUSP3 ACVRL1 CELSR1 CD74 TEK SOX9 ITGA11 ARHGAP6 GPC4 AMIGO2 IGFBP7 BTN2A2 DPP4 HFE CCN3 TMEM8B GAS6 ADAMDEC1 FBN1 CLSTN2 COL18A1 ZBTB16 SIRPA PODXL FAT4 NDNF SPON2 COL15A1 ILK CORO2B BCAS3 FAP ACKR3 COL4A6 MBP COL8A2 LAMB1 LGALS9 ITGB2 MYH9 AXL ACAN ICAM4 DNAJA3 IL1RL2 VCAM1 NUAK1 ICAM1 IGFBP2 KANK1 PDE5A DOCK8 CD1D FLNA PCDH19 HAPLN3 NTM OMD ECM2 S1PR1 ICAM5 SAA1 MFGE8 CYP1B1 SSX2IP ICAM3 CADM3 ADGRG1 SEMA5A EPB41L4B TGFB1 CDH4 COL14A1 VMP1 KRT18 FN1 TNC SELPLG IGSF9 CDH10 NR4A3 CORO1C TGFBI ISLR NPHP1 PDLIM1 PRNP CCN1 CCL28 NLGN2 COL6A3 MEGF10 GLDN TMEM102 ANTXR1 NRCAM KLF4 EPB41L5 RHOB CAV1 TENM3 FBLN5 ITGB3BP KLRK1 SRPX2 SLAMF1 BAIAP2L1 ABI3BP HAS2 CX3CL1 LAMA1 COL7A1 CLCA2 ABAT SPOCK1 SLAMF7 ADAMTS12 MCAM TINAGL1 FRMD5 NEDD9 SVEP1 VSIR ADAMTS9 FAT1 ID1 RAC2 COL16A1 F11R IL7 COL6A1 ENG VSTM2L AJUBA FARP2 THEMIS2 TRPV4 IL12A VAV3 CDH3 PTPRM SNED1 CTNNAL1 FSTL3 CDH1 NCAM2 LSAMP ZFP36L1 CD151 RASGRP1 PHLDB2 PTPRF THY1 ACTB ITGBL1 COL6A2 ITGB3 MDK APLP1 GBP1 LAMA5 ZMIZ1 CD177 CERCAM FGL2 ZC3H12A APBA1 NECTIN1 APOD MAGI1 PELI1 NEO1 ERBB3 CDC42EP1 LAG3 NID2 ITGB4 ADAM22 ITGB8 TRIM29 ENTPD1 TROAP SLITRK1 DDR2 CNN3 SERPINI1 PTPRC NFAT5 SRPX MMP12 BCL2L11 CD24 THBS1 PAK4 EPHB1 KIF14 ITGA5 MDGA1 MTSS1 COL1A1 PLXND1 EFNB3 MYADM NFKBIZ IL1B LRRC4 LEP MYPN TNFRSF13C EBI3 TESK2 CD4 MMP24 DISC1 RHOD TENM4 GNRH1 HCK CELSR2 FBLN1 ALCAM PLXNA3 GLI2 CSRP1 EMP2 CD200 ZFHX3 DPT SMAD6 ATP1B1 KITLG WNT7B MSLN LMO7 ITGB1 IRF1 PREX1 ROBO3 TFRC AMIGO1 NID1 PRKG1 TMEM131L CCDC80 NOTCH1 EPHA4 EGFL7 ITGA7 THBS2 LGALS1 CSF1 COL8A1 RIPOR2 MEGF9 NRXN3 PCDH10 ROBO4 ACTN1 MYL12A PTPRJ HOXA7 ITGAV CCN4 SFRP2 CLDN11 MYH10 MELTF DCHS2 CNTN3 CADM1 SORBS1 EMILIN1 RGMB LIMS1 ARHGDIB PKP2 EPHA2 AP1AR NEGR1 CDH8 PTPRO FAT3 C1QTNF1 PECAM1 NFASC CXCL8 CDH11 KIF26B ADAM12 TNFSF4 NLRP3 ASS1 PTPN22 SEMA3E ADGRL3 GRAP2 VCAN DLG1 NTN1 MPZL3 CD83 NPY2R CSTA JAG1 FOXC2 ROBO2 APOA1 NTN4 HAPLN1 CLDN7 IL12B PVR EFNA1 ADIPOQ IL6 FYN BAIAP2 ASTN1 MUC1 GSN EDIL3 NPHP4 NRP1 LRP1 PLXNA2 LAMB3 THBS3 PRKCA ABL2 PDGFRA BCL6 NOD2 COMP BMP4 PCDH9 JAK2 BCAM ADGRL1 RASA1 CYTIP CDH13 CNTNAP1 SSPN PIEZO1 CD160 OLR1 JUP ITGA10 SORBS3 CITED2 CDH2 IDO1 COL3A1 PPP1R12A PTK2B MYB CD9 FLCN IL18 TGFB2 ITGA6 PYCARD CLDN1 CLDN16 NEXN S100A10 PDCD1LG2 CD274 SFRP1 IL1RAP HLX DUSP10 RAP2B ZNF703 LAMC2 EPHA3 CBFB TGFB1I1 EPHB3 HAS1 CORO1A NTNG2 CX3CR1 ANXA2 ITPKB PPFIBP1 COL5A1 ACTG1 HMCN1 LGALS3 BST1 HES1 PDLIM5
## 15020 MAP2K5 KDR KIT ACVR1 SMARCD3 CRABP2 CEBPB IQGAP3 POSTN IGF1 BGLAP SFRP4 HIST1H3H RGN MYL9 FAM20C TLX2 CALR MINAR1 SOX6 SEMA3A LAMA2 CCL2 SCIN CCL7 CDC42EP5 PGF CDK6 NFATC2 CLOCK PDGFA CCL13 AGER ALPK2 NR1D2 MSX2 PPP1R9A IL17D TNFSF9 MYO19 PDPN EZR PLXNA4 TNFSF14 PDGFRB HOXA11 TGIF2 TIAM1 EFNA5 BMP6 SHANK2 LGR4 SHTN1 BMPR1B DAB2 NOTCH4 RORA TRIB3 LOXL3 DNMBP C3 GATA6 FGF10 PSMB8 HSPA1A GPER1 PSMB9 CDSN TPM1 ANKRD2 SLIT2 FOXD1 JAK3 HSPG2 RELN MAP2K1 ARHGAP18 SOCS1 CD44 CDX1 CCND1 OSR2 RNH1 TMEM178A SCARF1 CELSR3 CEBPD FLRT3 TCIRG1 ROR2 DNMT3B FGF18 SIX2 GPNMB TERT IL7R WASHC2C ANGPTL4 NFATC4 GRHL1 FZD5 NFKBID JCAD PRKDC PAK3 LEF1 EGFR SCN1B NOCT MIF RFLNB JDP2 LAMA4 TGFB3 SDCBP LRRC4C CEMIP2 WWC1 FZD7 FLRT2 PKM CNTF FZD4 CLASP2 NR1D1 MAGED1 ERRFI1 TPBG MSTN CFLAR SH3GL3 IL1RAPL1 NR2F1 TRIB1 THRB JPH2 LTBP4 CEBPA MEDAG IGF2 SYNE3 BCL2 PHLDB1 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA LRP5 ENPP1 PIK3R1 PTN HIPK2 FNIP1 NIN SLC8A1 TOX PRAG1 IFITM1 SERPINE2 TP53INP1 GPM6B GREM1 BDNF HK2 PNP VEGFB FERMT1 RANBP3L CCN2 OLFM2 TUBB2B CCBE1 EIF2AK3 RIMS1 BMP2 RHOQ LRFN5 RARB FOXO1 KLF10 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF LIMS2 NUMBL TMEM135 RAP1GAP2 CREB3L2 METRN PKDCC SERPINF1 MYC RSL1D1 DEAF1 OSR1 EFEMP1 SERPINB7 TNFRSF12A CHD7 RCAN1 SLC6A4 CTSC TRIO SERPINE1 TFAP2A RANBP1 ENC1 MAP2 SEMA3B PLXNB1 RTN4RL1 RUNX3 ID4 STAT1 ASXL2 CYP26B1 KLF2 LZTS3 ZEB2 WNT5B INPP5J EFNB2 FANCD2 ADM NFKBIA INHBA XRCC2 CCDC85B SMAD7 ADA GCNT2 DAAM1 HMGA1 B2M DMD BRCA2 TNFRSF1B ANKH PTCH1 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 LOX LFNG MAFF ADAM10 RUNX1 VEGFA DLC1 CAPZB E2F2 RFX8 PSME4 ID3 LTF EGF ACTN4 RND3 RBL1 VNN1 MYRF TGFBR2 ANXA1 VLDLR FZR1 AAMDC S1PR3 PPIB CDK5R1 PRDM16 FKBP4 SDC2 DAG1 GDF15 LAMA3 HMG20B PLAC8 APOB HOPX MAP4K4 COL4A3 PLA2G2A JADE2 CTHRC1 HSPB6 RGCC FRZB LOXL2 TXLNG SEMA4G RIMS2 HECW1 CYB5D2 PDLIM7 RSPO3 NEDD4L CDKL3 NTRK3 AFDN FAM171A1 RHOBTB1 MYO10 HLA-B UST PUS7 SULF1 ISL2 ZC3H8 ABCA1 GPR173 POFUT2 CEND1 PLAAT4 FZD1 RSPO2 DNMT1 WNT5A SPP1 PLAAT3 SFMBT1 SPRY1 HPSE UBASH3B SRGN CXCL12 ATOH8 GHR ZFP36 TNFRSF11B NKX3-1 MMP14 LDLR ACVRL1 CELSR1 CD74 HIST1H3B TEK OMA1 HMGCR PPARGC1A MYCL SOX9 ACVR1B SIGLEC15 GPC4 AMIGO2 WTIP BTN2A2 HMGB3 KLF7 LGMN ZNF488 GPC3 CCN3 GAS6 CST3 FGF1 FOXM1 FBN1 CHN1 ZFP36L2 WARS CLSTN2 ADRB2 ZBTB16 MAPT ELL3 RIF1 FAT4 NDNF ILK INSIG1 APBB1 NSD2 SEMA4B WNT2 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COCH C5AR1 NR1H3 LGALS9 RHOV ITGB2 MYH9 CDKL5 AXL APPL2 AGO2 NAMPT IL1RL2 NUAK1 ICAM1 CACNA2D2 KANK1 PDE5A DIAPH1 IGFBP5 FLNA PTHLH CCDC71L GDF11 LRP8 FBXO5 IGFBP3 CDC42EP3 ASPN TGFBR1 OMD TMEM98 LRRC17 S1PR1 VIM SGPL1 FZD2 PINK1 ARHGAP33 SINHCAF PRKD1 CYP1B1 WDR36 EHD1 IL34 ADGRG1 SEMA5A CMKLR1 SULT1E1 WNT3 SH3D19 TGFB1 CRP CDH4 SLAMF8 PER2 CTNNBIP1 HES6 FOXC1 FN1 PPP1R13L TMEM119 FGR TNIK C21orf91 NR4A3 CORO1C VEGFC ISLR2 PID1 E2F1 PARP2 DDAH1 IFT122 EDNRB CCN1 RASSF2 NLGN2 AQP1 PAX9 MEGF10 PRICKLE1 SIK1 CDK12 VDR PRICKLE2 ACACB PALM2-AKAP2 ADAMTS7 NRCAM KLF4 ADIRF MMRN2 RHOB MYOZ1 CAV1 ADRA2C TENM3 JUNB PLCB1 PARD6A LPL TRPC6 SRPX2 CAPRIN2 ARNTL EGR1 CX3CL1 LAMA1 KMT2D C6 RAPGEF2 ITPKA SPOCK1 GDF7 ROR1 ADAMTS12 FST TEAD2 HIST1H3E COL4A2 ZHX2 VSIR HIST1H4H ADAMTS9 CGAS LRP2 ID1 CDKN1C FAM210B TBXA2R RAC2 F11R GLIS1 IL7 ZMYM5 BMPER HDAC9 MUSK NSMF ENG HSPA9 MAP1B LMO4 HHEX AMOT ACE FGF7 BMP2K GAP43 ATP10A LPAR1 EZH2 TRPV4 IL12A HTR2C CDH3 TNFSF12 PTPRM ZNF365 STMN2 PRDM1 S1PR5 FSTL3 NPY1R ZNF135 RGS2 MMD PRDM6 FOXP1 LZTS1 ZFP36L1 TMEM100 OBSL1 PLS1 RBP1 MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 PTPRF THY1 HMOX1 TLR4 ECT2 FMNL1 CSF2 ADM2 ITGB3 MDK AKAP6 LRRN3 GBP1 LAMA5 PRL ZMIZ1 HOXC11 NCOA3 NOG CARD10 FGL2 SULF2 ZC3H12A APELA SEMA7A BRINP1 MAFB NLN FOXS1 CFL1 F3 NECTIN1 SLC9B2 HDAC5 CAMK2B PPARGC1B ERBB3 RHOBTB3 CDC42EP1 LAG3 SIX1 GDNF ASPM SEMA6B BRCA1 ID2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 HTR2A TRIM6 PRTG KIF20B ZSWIM5 NFE2 ING2 RTN4RL2 SLITRK1 RBP4 DDR2 SERPINI1 PTPRC ACVR2B BCL2L11 CD38 CD24 EFHC2 SPARC MMP11 THBS1 NGEF PAK4 WDFY2 RGS4 ZNF219 DACT3 SLITRK6 EPHB1 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A PBX1 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 NFKBIZ LRFN1 IL1B RTN4 LATS1 CSF1R CCSAP KRT10 ADGRB2 PTGIS RFLNA LEP NDRG4 AGT S100A13 WDR43 COLQ TRIB2 CD4 RPS6KA1 B4GALT5 FLT3LG HES4 ZNF804A PBLD FGF2 STAT5A DISC1 RHOD TENM4 SARS GNRH1 CAMK4 MAP3K5 HIST2H4A HIST2H4B HLA-DRB1 HCK BHLHE40 MSH2 SOCS3 CELSR2 MOSMO MYOCD FBLN1 CNR1 RNF41 PLXNA3 ACTR2 ISG15 GLI2 CAMK1D EMP2 NOTCH3 ZFHX3 TBX19 NEDD4 HMGB2 CTSH RARRES2 SMAD6 SMOC1 CCDC3 PALM KITLG WNT7B MAMSTR MEIS1 EPPK1 PRKCH DUSP6 SORT1 ITGB1 IRF1 PREX1 ATP2B1 NRG1 SHANK1 LTBP3 FGFR2 ADGRA2 DMPK TFRC AMIGO1 AGTR1 BNIP3 SPAAR TMEM131L GNB3 DKK1 LRP4 LBH AGRN NOTCH1 SEMA3C STAT2 FGD4 ZNF277 OAS2 EXOSC6 NEK6 APOLD1 HIF1A EPHA4 ITGA7 SYT2 ITSN1 TSPAN12 THBS2 LGALS1 RNF207 CSF1 TTPA FOXO3 TLR2 SPTBN4 RECK RIPOR2 SCX IFRD1 DCN ATF4 PLEKHA4 CD109 TIMP2 RRAS P3H1 ECM1 WASF3 RNF157 HIST4H4 ITM2C MYL12A CTH HOXA7 ITGAV CCN4 MGP SFRP2 RACGAP1 CREB3L1 MYH10 MELTF IL6R ANKRD1 PDGFD SOCS2 NUPR1 PI16 EMILIN1 RBM15 MST1 NOTCH2 ANKRD6 CTSK LDLRAD4 BMP1 AMH ETV5 GDF5 ARHGDIB PKP2 EPHA2 AP1AR NEGR1 ARHGEF19 GLI1 CHI3L1 PTPRO MAF DDIT3 BCL2L12 PROK1 G6PD SNAI1 TNFAIP3 CXCL8 PF4 ATAD5 ADAM12 NCS1 GPRC5B FGD6 TNFSF4 MESP1 SEMA6C SMURF2 EAF2 ARSB NLRP3 DLX1 TBX3 ZSWIM4 HSPA5 MAGI2 DAAM2 SEMA3E ADGRL3 TRIM58 GDPD5 RAB29 DLG1 RAB7B RUNX1T1 FUZ NTN1 CD83 DLX2 JAG1 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 RBM38 BAMBI IL12B CCDC88A NREP EFNA3 EFNA1 STRIP2 EVI2B ADIPOQ FANCA MYLIP LMO3 IL6 FOXP2 FYN BAIAP2 MAP6 NRP1 ERMN IL27RA LRP1 MAFG NCAPG2 HMGA2 IDH2 PLXNA2 NKD1 AXIN2 KRT17 LRRK2 RBM24 TCF4 SAPCD2 TIE1 DIXDC1 WDR77 ISM1 PRKCA UTP25 SIPA1L1 ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CYP27B1 AVIL PGK1 CDC20 BMP4 TLCD3B TLR3 NTF3 MITF PIM1 JAK2 SNCA ADGRL1 EREG GRIP1 RASA1 SHROOM3 ALDOA IGSF10 ALOX15B BHLHE41 CD160 PIAS3 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 CITED2 CDH2 IDO1 COL3A1 TP63 AREG PROX1 PTK2B CENPF KCNK2 BTC APOE TRPM4 TCIM MYB ZNRF3 PLD6 FLCN COL5A2 HES7 KREMEN1 IL18 TGFB2 ITGA6 P2RX7 GLUL CD274 SFRP1 YPEL3 P2RX4 IL1RAP HLX DUSP10 P2RY1 ZNF703 ARHGEF2 PDE3A GATA2 ACAP3 LMNA EPHA3 TRIM16 ERBB4 CBFB TGFB1I1 EPHB3 AP2M1 CORO1A NTNG2 PSMD2 CX3CR1 ULK2 HSF4 ANXA2 PARP1 ITPKB MME KALRN COL5A1 ESR1 ABCA5 NTRK2 LGALS3 WNT9A PTGS2 HES1 MEF2C PDLIM5 RGMA PTCH2
## 8426 ARHGAP11B BYSL MAP2K5 PARD6B ZFP57 WNT3 HHAT ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT CHST11 GFRA1 TXNRD1 INSRR ACVR1 SMARCD3 CRABP2 SAMD14 NES CEBPB STAB2 TIMM8A IQGAP3 POSTN IGF1 PMCH NEK3 BGLAP SFRP4 HIST1H3H RGN MYL9 DUOX1 KIAA1217 HIP1 FZD8 FAM20C TLX2 EN1 KRTAP1-1 HLA-E KRTAP2-3 SPATA25 FLRT1 B4GALT1 CALR MINAR1 SOX6 SEMA3A NRG2 LAMA2 AFF2 RDH10 SIDT2 RIDA CCL2 SVIL SCIN CCL7 TSKU CDC42EP5 RAB26 CRYGN PGF TAGLN NYAP1 CDK6 NFATC2 PENK CLOCK PDGFA SERPING1 CDH6 CCL13 PCNA AGER TRIP13 ARL4A TYRO3 CLEC3B XKR5 ALPK2 PCDH18 NR1D2 MSX2 ROS1 PPP1R9A IL17D SLC7A11 TIMP4 TNFSF9 MYO19 GCNT1 TNFAIP2 FABP5 PDPN EZR DSP PLXNA4 RPS6KA5 TNFSF14 PDGFRB PDLIM2 HOXA11 TGIF2 TIAM1 EFNA5 PINX1 OSBP2 COL11A2 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B CTSB DAB2 DIAPH2 NOTCH4 MGA CNN2 PCOLCE RORA TRIB3 NINJ1 CTNS LOXL3 HELLS DNMBP P2RX5 C3 GATA6 TRPC4 FGF10 PSMB8 HSPA1A VPS13A GPER1 PSMB9 ANK3 CDSN TPM1 ANKRD2 PKD1 COL13A1 SERINC5 SLIT2 FOXD1 JAK3 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 HCN1 SOCS1 NOLC1 CD44 CDX1 SLC26A6 SPEF2 LAMB2 ATP11A KYNU CCND1 ST8SIA4 OSR2 YWHAQ KAZN FOXI1 RNH1 TMEM178A NME5 SCARF1 CELSR3 HRH2 POC1A MOSPD3 MAGEA2 MYO7B HBEGF CEBPD EPM2A CCDC36 ARVCF FLRT3 MACROD2 PAQR8 TCIRG1 UBR3 ROR2 DNMT3B FGF18 SIX2 GPNMB ARRDC3 NDRG3 TENM2 GINS1 MYH11 STON2 TERT IL7R WASHC2C ZNF358 HRAS ANGPTL4 GTPBP4 IER3 HMX3 NFATC4 GRHL1 MMP11 FZD5 NFKBID JCAD L3MBTL3 IER2 GPCPD1 DHCR7 MLXIPL NDE1 MICALL2 ETV1 RRM2B PRKDC RTTN PAK3 LEF1 RBM47 EGFR VCL SCN1B NOCT KAZALD1 SPTBN5 TSPY2 MIF RFLNB JDP2 BATF LAMA4 TGFB3 MEF2B SDCBP BORCS8 ARSE LRRC4C CDH24 SMTN CEMIP2 BORCS8-MEF2B TMEM120A WWC1 FZD7 HDAC11 M1AP MAFK MANF CATSPERG FLRT2 EMX2 PKM CNTF FZD4 FERMT3 TNFRSF11A CLASP2 NR1D1 ADA2 THRA SCG2 WDR19 PMS2 APBB2 MAGED1 ERRFI1 TPBG MSTN CLMN CFLAR SPAG4 SH3GL3 IL1RAPL1 NR2F1 DHFR TRIB1 THRB JPH2 KCNMB1 SALL2 CHRM2 GSTK1 LTBP4 VTN CEBPA TRPM2 MEDAG AKR1B1 NRP2 KREMEN2 ACTA2 SREBF1 IGF2 DDR1 SYNE3 TREH BCL2 PHLDB1 SMPD1 RPS6KA2 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA PCSK2 MICALL1 LRP5 PSD ODC1 PLA2R1 ENPP1 PIK3R1 PTN HIPK2 CCDC154 FNIP1 DNAH1 NIN SLC8A1 PGM3 TOX PRAG1 CA9 SLC5A3 IFITM1 SERPINE2 HSPE1 SLIT3 BFSP1 AIMP2 ARHGEF28 BGN EPAS1 BSCL2 TUBB2A HSPD1 TP53INP1 GPM6B GREM1 CEBPG BDNF PRR7 GDA H2AFX IARS PLOD1 HK2 SYNGR3 SAMHD1 PNP PFKFB3 VEGFB PKP3 FERMT1 RANBP3L COL17A1 EGFL8 SLC38A3 CCN2 TUT7 OLFM2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 DNAH5 SWAP70 RIMS1 SERPINB5 BMP2 SBF2 RHOQ ALDOC LRFN5 RARB FOXO1 KLF10 NUDT1 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 CLIP3 GAS1 LIF GPR17 LIMS2 RAB3A ATP8B1 NUMBL FANCC TMEM135 RAP1GAP2 ITGA4 CREB3L2 ECE1 METRN NANOS1 VAMP5 LPCAT1 PKDCC SERPINF1 EDA2R SPRED3 ANG RRM1 SLC1A3 MYC RSL1D1 DEAF1 CCDC78 OSR1 EFEMP1 SERPINB7 TNFRSF12A TMEM204 PTGER4 RFX2 KDM7A ITGA1 CHD7 RCAN1 ITGA2 SLC6A4 BZW2 CTSC IFNE ITPR1 GPR65 TRIO SERPINE1 TFAP2A RANBP1 ENC1 ELF1 AFF4 RRBP1 MAP2 SEMA3B F2R ZFR COL5A3 PLXNB1 RTN4RL1 RUNX3 DOCK10 ID4 STAT1 ASXL2 ADORA2A NAIP CYP26B1 SYF2 KLF2 PCDHA3 EXPH5 GOT1 MEST WDR62 LZTS3 ZEB2 WNT5B INPP5J EFNB2 E2F8 QARS PCDHAC2 DLX6 FANCD2 NRIP1 UCN SALL4 LIAS MAP1A ADM FRY KIF18A NFKBIA INHBA XRCC2 PPAT GNL3 CCDC85B SMAD7 FOSL1 CSPG4 ADA GCNT2 RHBDD1 DLX5 TTC7A AHR DAAM1 PSPH HMGA1 B2M DMD MXRA8 KIRREL3 ASAH1 DMRTA1 NXN TNFRSF19 BRCA2 UCHL1 ACKR2 TNFRSF1B MPV17 ANKH STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 BATF2 F2RL1 NRGN COL1A2 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 CYP19A1 LOX ASNS LFNG MAFF SYN1 PLOD3 ADAM10 RUNX1 VEGFA DLC1 CAPZB CDNF FAM83D E2F2 RFX8 PSME4 ID3 LTF EGF ACTN4 HNMT RND3 PSPN HCFC1 COL12A1 FKBP1A COL4A4 TACC3 ANGPTL6 RBL1 PTPRU MYORG GRK5 VNN1 NPR3 BACE2 FRMD6 EXT2 MYRF TGFBR2 ANXA1 OR51E2 HSPB7 SOX4 VLDLR FZR1 AAMDC ADARB1 ADAMTS3 S1PR3 SHC3 CDH7 MN1 SHROOM2 SLC1A2 DPF1 PPIB CDK5R1 ALX4 EVL NRG4 REC8 PCDHB3 ITFG2 PCDHB11 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 PCDHB14 PCDHB15 KIF5B VIT CACNA1C PIR SDC2 DAG1 GDF15 LAMA3 HMG20B PLAC8 SMIM14 UGDH APOB HOPX MAP4K4 COL4A3 E2F5 TNS3 DNAAF4 PLA2G2A COL10A1 CDYL JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 PLD4 TSSK4 CYP17A1 RGCC FRZB LOXL2 TRERF1 TXLNG WDR35 SEMA4G BAG3 MYO1D RIMS2 ARNT2 HECW1 CYB5D2 GPI CPQ VWA1 PCDH17 PCSK4 FHL3 PDLIM7 RSPO3 STK36 NEDD4L CDKL3 NTRK3 TPI1 TCF7 AFDN TET3 FAM171A1 SPINT2 RHOBTB1 ETV4 NINJ2 MYO10 RELT HLA-B UST DOCK11 MAMLD1 NOX4 DDX21 SEC24D IBSP ADGRG6 PUS7 SULF1 ISL2 ZC3H8 RPN2 ANGPT1 GCNT4 ABCA1 HMGCL MYO15A GPR173 POFUT2 LOXL1 GPR157 CEND1 EXT1 PLAAT4 SPAG8 FZD1 RSPO2 DNMT1 CES1 WNT5A SPATA5 SPP1 PLAAT3 SFMBT1 SEPTIN4 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SLC4A5 PRR15 SPRY1 HPSE NPAS1 APOL2 DHRS3 SUV39H2 MBD2 UBASH3B FGFRL1 SRGN CXCL12 ATOH8 CERT1 CDH18 MATN3 GHR ZFP36 CLU TNFRSF11B NHS NKX3-1 AFF3 MMP14 NUP93 STC1 SPTBN2 LDLR ACVRL1 IGFBP1 CELSR1 MYOZ2 CD74 HIST1H3B TEK OMA1 STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ITGA11 HDAC10 SIGLEC15 GPC4 AMIGO2 KCNAB1 TFDP1 IGFBP7 WTIP BTN2A2 PTER HS6ST1 MAL2 NAV2 CMTM8 FJX1 DKK2 PCSK5 HMGB3 COL27A1 CDC25B SELENOP NR4A1 KLF7 LGMN JAGN1 ZNF488 HFE SOX18 GPC3 CCN3 TTLL7 GAS6 NRN1 MFSD2A TMIE CST3 FGF1 TIPARP FOXM1 SCML2 SPRY4 BBC3 FBN1 KRT80 CHN1 PIK3CD ZFP36L2 WARS NNMT TPP1 CLMP CLSTN2 AGPAT5 COL18A1 ADRB2 ZBTB16 MAPT ELL3 RIF1 SLC25A27 PODXL POLM FAT4 SSH2 TOP2A NDNF COL15A1 ILK INSIG1 APBB1 KCTD11 STMN1 NSD2 KRT86 KRT7 BCAS3 SEMA4B KRT81 FAP ERMARD WNT2 ACKR3 KLF6 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 SLC4A7 NR1H3 HPGD LGALS9 RHOV ITGB2 MYH9 CDKL5 EBP ALPL AXL FOXN3 APPL2 XYLT1 INTU PDE4D SH3TC2 ARID5B ACAN ETS2 AGO2 NAMPT SCARA3 DNAJA3 IL1RL2 PPP4R4 CHAC1 VCAM1 NUAK1 CKB ICAM1 IGFBP2 CACNA2D2 PATZ1 KANK1 PDE5A DIAPH1 IL18R1 MMP19 CD1D IGFBP5 FLNA PTHLH KRT33B CCDC71L GDF11 GAB2 PCDH19 LRP8 PTX3 NPAS2 TMEM38B TSHZ1 FBXO5 CEP152 LTBR HAPLN3 IGFBP3 NTM C9orf116 MICAL2 ARHGAP26 ESCO2 SLFN5 CDC42EP3 GPX4 ASPN TGFBR1 OMD KRT5 TCF21 EXTL1 EYA4 RXFP1 DMC1 SLC24A5 TMEM98 LRRC17 S1PR1 BRIP1 VIM MALL SGPL1 TRNP1 FZD2 PINK1 IFI16 MEIOC ARHGAP33 SINHCAF PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 NFIA CRIM1 XKR9 SULT1B1 WDR36 EHD1 ZGLP1 KNL1 TP53INP2 IL34 ADGRG1 SEMA5A SYBU TNNT1 PLK4 KRT4 CMKLR1 SULT1E1 STIL FOXQ1 MCOLN3 WDTC1 TSPY1 G2E3 SH3D19 TGFB1 CRP HYDIN TMEM91 CDH4 SH2B2 COL14A1 CCNB1IP1 SLAMF8 PER2 VMP1 KRT18 PTPN3 CTNNBIP1 HES6 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK C21orf91 CDH10 HMGCS1 FOXD2 NR4A3 CORO1C KIAA1522 CRISPLD1 THSD7A VEGFC CSGALNACT1 ISLR2 PEG10 TGFBI PID1 E2F1 PARP2 NPHP1 DNER DDAH1 PDLIM1 SSH1 IFT122 EDNRB PRNP CCN1 BTBD8 RASSF2 NLGN2 AQP1 SUN2 IRS2 IRF2BPL COL6A3 DPF3 PAX9 MEGF10 SUV39H1 PRICKLE1 SIK1 GLDN CDK12 TLE6 COL9A2 VDR SEPTIN6 PRICKLE2 LARGE1 FGF11 ACACB ANTXR1 CALM1 COL11A1 MRC2 PALM2-AKAP2 ADAMTS7 SLC2A14 TJP2 NRCAM KLF4 ADIRF MMRN2 TNS2 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 MSC JUNB HNF4G PLCB1 ASB1 DHRS9 ZMYND15 PARD6A LPL TRPC6 STK40 HHIP KLRK1 HIF3A CAPN1 MET CD248 ZFP14 SRPX2 POLR1B CAPRIN2 TANC2 ARNTL HAS2 DMBT1 TLE2 MYH3 EGR1 CX3CL1 LAMA1 KMT2D FIGNL1 C6 COL7A1 STRA6 CCNA2 USP1 RAPGEF2 ALDH1A3 ITPKA WDR74 ABAT SPOCK1 GDF7 ROR1 ADAMTS6 ADAMTS12 MCAM FST NOX5 HOXD9 HOXD4 TEAD2 HIST1H3E CBL HOXD1 COL4A2 FSTL5 ZHX2 VSIR HIST1H4H COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 LRP2 HACD1 ID1 CDKN1C FAM210B TMEFF1 TBXA2R RAC2 COL16A1 F11R GLIS1 IL7 ZMYM5 BMPER HDAC9 MUSK NSMF COL6A1 ENG VSTM2L HSPA9 DYNC2LI1 AJUBA DNAJB9 MAP1B FARP2 BCHE LMO4 KLHL3 SSTR1 HHEX AKR1C1 AMOT RTKN2 ACE FGF7 BMP2K GAP43 ATP10A SMC1A PHLPP2 SIM1 LPAR1 CBR1 EZH2 SOAT2 TRPV4 GCLC ANXA6 TNFSF10 IL12A ZNF431 RSAD2 TMOD2 HTR2C VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 GABRB1 STMN2 MTERF4 C1QTNF5 PRDM1 S1PR5 BCL2L1 CAVIN4 FSTL3 CDH1 NPY1R ZNF135 CENPU NCAM2 RGS2 MMD LSAMP PRDM6 FOXP1 AKR1C2 LZTS1 PLS3 ZFP36L1 DYRK1B RIPK4 SGK1 TMEM100 MYH15 ESM1 CD151 AKR1C3 MMP7 OBSL1 PLS1 RBP1 FURIN MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 AK4 PTPRF CNGB1 CD68 THY1 GCLM HMOX1 EPOP TLR4 ECT2 NPAS4 ACTB CYP26A1 GJB2 FMNL1 LRRC6 FGF14 CSF2 CDKN2C ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 CHKB AKAP6 ADAMTS4 SPEG PLP1 CATSPER1 MFNG LRRN3 HIP1R HOXC13 IMMP2L GBP1 LAMA5 PRL ALDH6A1 ZMIZ1 HOXC11 NCOA3 HOXC4 NOG TPD52 CARD10 FGL2 SULF2 DOP1B VASP MMP8 SLC20A1 ZC3H12A APELA MBOAT7 GRB10 SPATA9 KDELR1 SEMA7A APBA1 MFAP5 CALM3 BRINP1 MYLK2 TRABD2A MAFB NLN FOXS1 CEP120 AMOTL2 CFL1 F3 DDIT4 NECTIN1 CCNO APOD SLC9B2 HDAC5 BDH2 LRRC8C CAMK2B KRTAP1-5 PPARGC1B NEO1 ERBB3 RHOBTB3 CDC42EP1 HIVEP3 LAG3 SIX1 GDNF EGR2 ADAMTS2 MYOF KCNK3 ASPM ITGB4 ROGDI TOP1 PAPSS2 SLA PRDM15 SEMA6B BRCA1 LEPR ID2 ADAM22 MKNK2 TG FBN2 ITGB8 STARD13 SPRY2 FCRLA SIX4 TBL1XR1 HTR2A TRIM6 PRTG LDHA KIF20B ZSWIM5 LHX9 NFE2 CEP55 ING2 RTN4RL2 LIG1 SLITRK1 PHC2 UHMK1 RBP4 MAOB DDR2 CNN3 MMP15 SERPINI1 MSI2 PTPRC HERC4 CRIP2 DBP CENPE MMP12 ACVR2B BCL2L11 CD38 CHRDL1 CD24 CHST2 EFHC2 MYL6 RILPL2 SPARC THBS1 HSD17B7 NGEF PAK4 PTGDR WDFY2 RGS4 SNORC ZNF219 TRIM13 UNC13D DACT3 SLITRK6 NDRG2 EPHB1 ZNF281 ODF2 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A SLC17A7 WDR78 SPTLC2 MYL2 NQO1 APLN MTSS1 PBX1 LRIG1 SYNE2 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 ATP5IF1 DHRS2 FGF5 GRIN2A BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 AARD C1QL1 LRRC4 GNAO1 CCSAP KRT10 INHBB PLCD3 ADGRB2 IGF1R NOTCH2NLC IL11 PTGIS TMEM107 RFLNA RECQL4 LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT S100A4 CDKL2 ALDH5A1 BLNK MGMT AURKB NPM2 GPLD1 S100A13 KDM6B WDR43 COLQ STEAP4 TRIB2 CD4 RPS6KA1 B4GALT5 FLNC MMP24 FLT3LG HES4 ZNF804A PBLD HNRNPAB FGF2 STAT5A DHCR24 CHSY1 DISC1 SSC5D RHOD RBM20 TENM4 SARS LRATD1 GNRH1 CAMK4 CREG1 MAP3K5 HIST2H4A PFAS HIST2H4B CCNB2 HLA-DRB1 MYO1E HCK BHLHE40 MSH2 GNB4 PPP2R1B SOCS3 RAMP1 CELSR2 BICD1 MOSMO MYOCD FBLN1 CNR1 RNF41 ALCAM PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D TMEM88 CSRP1 ANLN EMP2 CPE NOTCH3 NRBP2 AACS ETV7 ZFHX3 TBX19 SH3BP1 NEDD4 WLS PCSK9 HMGB2 SAP30 POPDC2 NAV1 CABYR CTSH ZIC4 SCN2A FLNB RARRES2 SMAD6 ZIC1 TNK2 SMOC1 CCDC3 PALM KITLG CCDC39 WNT7B MAMSTR MOV10L1 MEIS1 EPPK1 PRKCH DUSP6 MSLN LMOD1 SORT1 EBF2 ITGB1 IRF1 PREX1 CC2D2A ATP2B1 MTF1 PLCE1 KLF15 MKX NRG1 SCRG1 INPP5B IL33 EPOR CYP24A1 SHANK1 RIMBP3 ROBO3 PTH1R CTF1 LTBP3 DTYMK ELN FGFR2 ADGRA2 DMPK SYPL2 TFRC ENPEP MYL3 AMIGO1 AGTR1 SHISA2 AUTS2 NID1 PDLIM3 BNIP3 PRKG1 ARRB1 SPAAR TMEM131L GNB3 DKK1 LRP4 LBH AGRN LPAR6 NOTCH1 MYCBPAP SEMA3C UGCG STAT2 FGD4 ZNF277 OAS2 SPATA20 EXOSC6 NEK6 APOLD1 HIF1A RCN3 IL11RA EPHA4 AARS EGFL7 ARMC4 ARHGAP22 VCY1B ITGA7 SYT2 ITSN1 TSPAN12 GAA MNS1 THBS2 LGR5 LGALS1 RNF207 CSF1 BLOC1S1 TTPA MYOM1 HSPA2 INSIG2 TIMELESS COL8A1 FOXO3 GMNN USP13 TLR2 PPDPF ERFL SPTBN4 RECK PRDX1 RIPOR2 A2M APCDD1 KBTBD8 MEGF9 TET1 SCX LUM IFRD1 DCN TRIOBP RYR2 ATF4 NRXN3 PLEKHA4 CD109 TIMP2 RRAS ROBO4 P3H1 SATB1 FSTL1 CHRM3 LRMDA NRROS ACTN1 ECM1 WASF3 ZDHHC15 FMN2 CCIN RNF157 HIST4H4 GREM2 HERC6 PRRX2 ITM2C MYL12A CTH PTPRJ HOXA7 HOXA4 ITGAV POLQ ADAMTSL4 EIF4EBP1 CCN4 DONSON MGP FOXN2 SFRP2 TLE3 ALX3 RACGAP1 POMK CREB3L1 MYH10 MELTF DCHS2 IL6R KMO CNTN3 EXO1 CADM1 ANKRD1 PDGFD FRYL SOCS2 NASP NUPR1 SLC6A17 TMEFF2 PI16 EMILIN1 NUDT7 CRISPLD2 AFP INSC PEX11A RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 CTSK DGKG CRLF1 RAI14 LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 LIMS1 ARHGDIB PKP2 EPHA2 CALCRL PRCP AP1AR ADORA1 SCN2B ZBTB18 NEGR1 ARHGEF19 KRTAP2-2 FASN GLI1 TYMS WWOX CDH8 CHI3L1 PRRC2C PTPRO MAF DDIT3 IFNGR1 BCL2L12 FAT3 DPYSL4 BTG2 INHBE PRELP PROK1 TLE1 ATP2B4 PCK2 PECAM1 AMOTL1 PBXIP1 PIWIL4 LHFPL2 G6PD ZNF423 NFASC SNAI1 PHF19 CFAP69 SEZ6L2 TNFAIP3 TM4SF1 ERCC6 CXCL8 CDH11 KIF26B LONP1 CXCL1 PF4 SMYD3 SLC2A1 ATAD5 PAQR5 POLE PCLO KRT34 ADAM12 NCS1 GPRC5B FGD6 TM4SF4 ARHGAP24 TNFSF4 CHURC1 MESP1 LDB2 ETNK2 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 TBX3 CHURC1-FNTB ZSWIM4 HSPA5 TSSK2 ANPEP MAGI2 NHSL1 NAGLU DAAM2 ASS1 PTPN22 CRYGS SEMA3E ADGRL3 TRIM58 GDPD5 EBF1 RAB29 VCAN GYS1 CCNF KRT32 DLG1 RAB7B RUNX1T1 GNPNAT1 FUZ NPTX1 NTN1 SORBS2 TTC9 CD83 NPY2R CSTA DLX2 JAG1 PRPS1 DYRK3 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HAPLN1 RBM38 KRT15 MELK HOMER1 BAMBI CACYBP KRT19 KRT9 KRT14 IL12B SLC10A7 SECTM1 CCDC88A NREP SERPINH1 CLTCL1 EFNA4 EFNA3 EFNA1 KRT16 STRIP2 EVI2B OLFML3 ADIPOQ BTBD3 GADD45B FANCA MYLIP PAPPA2 LMO3 IL6 CHEK1 CIT FOXP2 FYN BAIAP2 UGT1A1 ASTN1 CENPI ABCA2 GSN SQSTM1 EDIL3 RGS9 NPHP4 MAP6 NRP1 ALDH3A2 ATP7B ERMN ABCD2 TAF4B IL27RA LRP1 SAT1 MAFG BCL3 ATXN1 NCAPG2 CRYAB HMGA2 TYRP1 IDH2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 RBM24 TCF4 LAMB3 CMTM3 CMIP SAPCD2 TIE1 HSD11B1 ASF1B EDNRA DIXDC1 WDR77 THBS3 ISM1 PRKCA AZI2 IRF6 POU2F2 UTP25 SIPA1L1 FANCG ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CDO1 KCNH1 ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 CSRP2 TLCD3B HSD17B2 E2F7 TLR3 TUBB3 EPGN PACSIN2 NTF3 DGAT2 MITF PIM1 JAK2 NEK2 SNCA CPAMD8 PRLR ADGRL1 NAV3 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 CD160 SCN9A ATF3 PIAS3 ABLIM1 BATF3 TSPAN2 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 GIP LRIG3 CITED2 TUFT1 CDH2 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 OSGIN1 AREG PROX1 DOK5 MCM2 PTK2B CENPF PIK3R3 B4GALT2 KCNK2 IGSF3 SEMA5B BTC APOE TACC2 SGCD PTGFRN FAM3C CEMP1 TRPM4 TCIM ALOXE3 SYNJ2 CCDC24 MYB ZNRF3 CD9 PLD6 FLCN TTLL1 KIF27 COL5A2 HES7 KREMEN1 IL18 TDRKH TGFB2 ITGA6 TENT5C TXNIP PAFAH1B3 CLDN1 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 FLG HRNR CD274 SFRP1 YPEL3 NOTCH2NLA P2RX4 DCLK2 IL1RAP RAD54L HLX DUSP10 MYLK RELB P2RY1 GINS4 SLC40A1 TBX15 ZNF703 LIN7A FAM20A TRAPPC9 RRS1 SPRR2D ALDH3A1 FN3K ARHGEF2 PDE3A ANGPTL2 SSR2 GATA2 ACAP3 WNK4 POU6F1 ANKRD11 LAMC2 LMNA EPHA3 TRIM16 DPY19L2 ERBB4 RMI1 PHGDH CBFB TGFB1I1 EPHB3 AP2M1 VAV2 LBR CSRNP1 CORO1A ENAH XIRP1 NTNG2 ARPC5 PSMD2 CX3CR1 BEX3 ORAI1 SYNE1 ULK2 CAT HSF4 ANXA2 COPRS PARP1 MYBL1 ITPKB DRP2 MME KALRN FHOD3 COL5A1 ESR1 ACTG1 ABCA5 FSCN2 NTRK2 LGALS3 SCN8A EHF WNT9A ATP2C2 PTGS2 GJA5 HES1 MEF2C KCNJ8 PDLIM5 RGMA PTCH2 HEG1 CPM DLX4 DLX3 POPDC3 OBSCN
## 11732 ADAM19 KDR POSTN APOM B4GALT1 LAMA2 PDGFA PDPN MMP28 COL11A2 LOXL3 COL13A1 HSPG2 CD44 LAMB2 MYH11 MMP11 KAZALD1 LAMA4 SDCBP FLRT2 CLASP2 ABCA7 APBB2 CFLAR JAM2 VTN DDR1 SCUBE3 PHLDB1 LOXL4 BGN GPM6B GREM1 PLOD1 TNXB FERMT1 COL17A1 NOXO1 CCN2 MMP16 SERPINB5 ITGA4 ELANE ITGA1 ITGA2 SERPINE1 COL5A3 LIPC FBLN2 TNFRSF1B MPV17 ADAMTS14 COL1A2 LOX PLOD3 ADAM10 COL12A1 COL4A4 ADAMTS3 VIT DAG1 LAMA3 APOB COL4A3 PLA2G2A COL10A1 HTRA1 RGCC LOXL2 VWA1 MFAP4 SPINT2 COL28A1 IBSP SULF1 P4HA1 ABCA1 LOXL1 SPP1 ITGA8 ADAMTS5 MATN3 TNFRSF11B MMP14 SOX9 ITGA11 COL27A1 DPP4 GAS6 CST3 FBN1 COL18A1 NDNF COL15A1 FAP COL4A6 COL8A2 LAMB1 ITGB2 ACAN ICAM4 VCAM1 ICAM1 MMP19 PTX3 TMEM38B TGFBR1 ECM2 RXFP1 ICAM5 AEBP1 SDC1 CYP1B1 ICAM3 COL4A5 TGFB1 COL14A1 FOXC1 FN1 TNC CSGALNACT1 TGFBI CCN1 COL6A3 COL9A2 ANTXR1 COL11A1 THSD4 CAV1 FBLN5 COL24A1 LPL CAPN1 ABI3BP HAS2 LAMA1 COL7A1 COL4A2 COL4A1 ADAMTS9 COL16A1 F11R COL6A1 ENG SOAT2 CDH1 MMP7 FURIN PHLDB2 COL6A2 ITGB3 ADAMTS4 FSCN1 LAMA5 SULF2 MMP8 MFAP5 MMP3 MMP1 LCAT EFEMP2 ADAMTS2 NID2 ITGB4 FBN2 ITGB8 OLFML2B DDR2 MMP15 MMP12 SPARC THBS1 ITGA5 PLOD2 COL1A1 AGT COLQ MMP24 FGF2 MYO1E SCARB1 FBLN1 DPT ITGB1 ELN AGTR1 NID1 CCDC80 AGRN NOTCH1 ITGA7 COL8A1 RECK A2M MEGF9 SCX LUM DCN TIMP2 OLFML2A ITGAV ADAMTSL4 SFRP2 CREB3L1 MELTF EMILIN1 CRISPLD2 CTSS CTSK BMP1 FMOD PECAM1 P4HB ADAM12 VCAN APOC3 MPZL3 FOXC2 APOA1 NTN4 PRDX4 HAPLN1 SERPINH1 IL6 LRP1 BCL3 LAMB3 PDGFRA COMP ITGA10 QSOX1 COL3A1 P3H4 APOC1 APOE COL5A2 TGFB2 ITGA6 KLKB1 MFAP2 LAMC2 SERAC1 HAS1 ANXA2 COL5A1 ABCA5
## 646 MAP2K5 KDR KIT ACVR1 STAB2 FZD8 B4GALT1 MINAR1 CCL2 PGF NFATC2 PDGFA TNFAIP2 PDPN PDGFRB ROM1 NOTCH4 RORA C3 GATA6 FGF10 GPER1 PKD1 SLIT2 HSPG2 MAP2K1 RNH1 FGF18 GPNMB TERT ANGPTL4 NFATC4 FZD5 JCAD DHCR7 LEF1 LAMA4 CEMIP2 PKM FZD4 SCG2 ERRFI1 CFLAR NRP2 ACTA2 NAA15 EPHB2 SOD2 RHOA LRP5 PTN HIPK2 EPAS1 GREM1 HK2 VEGFB CCN2 CCBE1 EIF2AK3 FOXO1 PLK2 LIF SERPINF1 ANG OSR1 SERPINB7 TNFRSF12A TMEM204 CHD7 SERPINE1 STAT1 KLF2 EFNB2 E2F8 ADM SMAD7 FOSL1 CSPG4 AHR COL1A2 VASH1 HSPB1 LOX ADAM10 RUNX1 VEGFA E2F2 EGF ANGPTL6 TGFBR2 ANXA1 SOX4 DAG1 APOB COL4A3 HSPB6 RGCC LOXL2 RSPO3 SULF1 ANGPT1 LOXL1 DNMT1 WNT5A PKD2 HPSE NKX3-1 MMP14 LDLR ACVRL1 TEK HS6ST1 PCSK5 NR4A1 SOX18 GPC3 CCN3 FGF1 TIPARP WARS COL18A1 NDNF COL15A1 BCAS3 FAP WNT2 ACKR3 JUN ENPP2 SPHK1 COL8A2 C5AR1 HPGD ITGB2 MYH9 AGO2 MMP19 TGFBR1 TCF21 S1PR1 SGPL1 PRKD1 UNC5B ADGRF5 MFGE8 CYP1B1 ADGRG1 SEMA5A TGFB1 FOXC1 FN1 GJC1 THSD7A VEGFC TGFBI DDAH1 CCN1 AQP1 PRICKLE1 ANTXR1 NRCAM KLF4 MMRN2 RHOB CAV1 JUNB HIF3A SRPX2 HAS2 EGR1 CX3CL1 LAMA1 C6 STRA6 RAPGEF2 ADAMTS6 MCAM NOX5 TEAD2 COL4A2 COL4A1 ADAMTS9 LRP2 ID1 TBXA2R BMPER HDAC9 ENG HHEX AMOT VAV3 TNFSF12 PTPRM PRDM1 ZFP36L1 TMEM100 ESM1 EDN1 HEY1 THY1 HMOX1 ADM2 ITGB3 MDK IMMP2L LAMA5 PRL ZMIZ1 NOG CARD10 ZC3H12A APELA FOXS1 AMOTL2 F3 APOD HDAC5 SIX1 BRCA1 LEPR ITGB8 STARD13 SPRY2 ACVR2B SPARC THBS1 PAK4 EPHB1 TGFBR3 ITGA5 APLN KLF5 COL1A1 PLXND1 TYMP ATP5IF1 IL1B PLCD3 ADGRB2 PTGIS LEP PLXDC1 AGT GPLD1 FGF2 SARS MYO1E SOCS3 RAMP1 MYOCD EMP2 NOTCH3 CTSH SMAD6 WNT7B MEIS1 ITGB1 FGFR2 ADGRA2 ENPEP AGTR1 NOTCH1 SEMA3C APOLD1 HIF1A EGFL7 ARHGAP22 TSPAN12 THBS2 COL8A1 RECK DCN NRXN3 RRAS ROBO4 ECM1 CTH HOXA7 ITGAV SFRP2 CREB3L1 MYH10 IL6R PDGFD EMILIN1 RBM15 EPHA2 CALCRL PRCP CHI3L1 DDIT3 PROK1 PECAM1 AMOTL1 TNFAIP3 CXCL8 PF4 ADAM12 ARHGAP24 MESP1 TBX3 ANPEP SEMA3E JAG1 FOXC2 ROBO2 EFNA3 EFNA1 IL6 NRP1 LRP1 SAT1 HMGA2 TCF4 TIE1 EDNRA ISM1 PRKCA PDGFRA COMP PGK1 BMP4 E2F7 TLR3 EPGN EREG RASA1 CDH13 CD160 JUP CITED2 CDH2 COL3A1 PLCD1 PROX1 PTK2B PIK3R3 APOE SGCD IL18 TGFB2 GLUL SFRP1 MYLK GATA2 EPHB3 VAV2 CX3CR1 ANXA2 COL5A1 NTRK2 PTGS2 GJA5 HES1 MEF2C HEG1 DLX3
## 11038 C5orf30 MAP2K5 PARD6B CYFIP2 KDR KIT GFRA1 ACVR1 POSTN IGF1 RGN DUOX1 B4GALT1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 CCL8 PGF CDK6 NFATC2 PDGFA TNS1 CCL13 AGER CCL26 TYRO3 MSX2 SLC7A11 GCNT1 JCHAIN PDPN EZR PLXNA4 TMSB4X RPS6KA5 TNFSF14 PDGFRB TIAM1 EFNA5 SHTN1 BMPR1B DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 FOXD1 RELN MAP2K1 ARHGAP18 CARMIL1 CD44 LAMB2 CELSR3 HBEGF FLRT3 ROR2 PLAU FGF18 SIX2 GPNMB ARRDC3 TERT AVL9 HRAS GTPBP4 JCAD IER2 NDE1 ETV1 PAK3 LEF1 EGFR CCL5 VCL SCN1B SPTBN5 MIF LAMA4 PTP4A3 SDCBP WWC1 FLRT2 EMX2 FZD4 FERMT3 TNFRSF11A CLASP2 SCG2 IL17RC APBB2 MSTN PRKCE TRIB1 JAM2 VTN TRPM2 NRP2 DDR1 BCL2 EPHB2 PLXNB3 SOD2 RHOA PIK3R1 PTN DNAH1 SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 SLIT3 TUBB2A TP53INP1 GREM1 BDNF VEGFB FERMT1 CCN2 TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 DNAH5 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 CXCR6 NANOS1 ELANE PRSS3 SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A TACR1 TNFRSF12A PTGER4 ITGA1 RCAN1 ITGA2 TNFRSF10B TRIO PLAT SERPINE1 SEMA3B F2R PLXNB1 DOCK10 ABCC1 ADORA2A MCTP1 ZEB2 WNT5B EFNB2 SLC7A8 SMAD7 FOSL1 SLC3A2 CSPG4 ADA GCNT2 DLX5 ASAP3 KIRREL3 ACKR2 STX3 PTCH1 F2RL1 COL1A2 VASH1 HSPB1 CDK1 DAPK2 PLA2G6 CYP19A1 LOX SPATA13 ADAM10 VEGFA DLC1 MGAT5 FAM83D ESAM STK26 EGF ACTN4 RND3 PSPN TNFRSF10A PTPRU BST2 TGFBR2 ANXA1 OR51E2 VLDLR ADARB1 SHC3 SHROOM2 CDK5R1 EVL NRG4 TNFAIP6 KIF5B P2RY6 SDC2 DAG1 LAMA3 APOB MAP4K4 TNS3 DNAAF4 CTHRC1 SLC7A7 RGCC LOXL2 SEMA4G GPI PDLIM7 NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 ISL2 CEMIP ANGPT1 MYO18A TCAF1 GPR173 CEND1 EXT1 WNT5A ADAMTS1 PALLD CXCL12 ATOH8 ARHGEF5 MMP14 STC1 SPTBN2 DUSP3 ACVRL1 CELSR1 CD74 TEK PPARGC1A SOX9 ACVR1B ARHGEF16 ITGA11 GPC4 CH25H CMTM8 PROS1 DPP4 NR4A1 KLF7 LGMN JAGN1 SOX18 GPC3 TMSB15A CCN3 GAS6 FGF1 CHN1 PIK3CD IL16 COL18A1 SIRPA PODXL SSH2 NDNF ILK BCAS3 SEMA4B CORO6 FAP ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 ITGB2 MYH9 CDKL5 IL1R1 AXL APPL2 PDE4D ARID5B AGO2 VCAM1 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA GAB2 PSTPIP2 SAA2 FBXO5 SAA2-SAA4 IGFBP3 TGFBR1 CYGB S1PR1 SGPL1 SINHCAF SAA1 CCL20 PRKD1 UNC5B PLP2 SDC1 MATN2 CYP1B1 SSX2IP ADGRG1 SEMA5A MCOLN2 CMKLR1 WDR63 EPB41L4B TGFB1 CDH4 MPP1 SLAMF8 FOXC1 FN1 FGR SELPLG IGSF9 PSG1 NR4A3 CORO1C VEGFC ATP1A2 DEPDC1B DNER SSH1 EDNRB CCN1 CCL28 SUN2 IRS2 MEGF10 TMEM102 NRCAM KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET CD248 SRPX2 PLD1 HAS2 CX3CL1 LAMA1 PKN3 RAPGEF2 SPOCK1 GDF7 ADAMTS12 MCAM FRMD5 NEDD9 THBD VSIR ADAMTS9 DOK4 SH3RF2 FAT1 OXSR1 ID1 PLD2 MMP28 TMEFF1 TBXA2R RAC2 F11R BMPER HDAC9 TSPAN11 NSMF ENG VSTM2L AJUBA MAP1B LMO4 AMOT ACE FGF7 GAP43 LPAR1 TRPV4 IL12A VAV3 TNFSF12 PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 LRRC6 ITGBL1 ITGB3 CYSLTR1 MDK FSCN1 CATSPER1 LAMA5 PC CD177 NOG TRIM25 CARD10 VASP ZC3H12A APELA MBOAT7 GRB10 SEMA7A MMP1 TMSB10 AMOTL2 CFL1 F3 DDIT4 NECTIN1 APOD GYPC SLC9B2 HDAC5 LTB4R2 LBP CAMK2B NEO1 ERBB3 RHOBTB3 SIX1 GDNF EGR2 ASPM ITGB4 SEMA6B ID2 ITGB8 STARD13 SPRY2 SIX4 KIF20B ZSWIM5 LHX9 ING2 PLPP1 DDR2 TMSB15B PTPRC PDE4B MMP12 CD24 NET1 SPARC THBS1 PAK4 TRIM13 EPHB1 KIF14 TGFBR3 ITGA5 MDGA1 SYNE2 DCDC2 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM DNAH2 GRIN2A IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R LEP NDRG4 MYPN AGT PLAUR S100A2 GPLD1 GPR37 DOCK4 PBLD FGF2 STAT5A DOCK5 DISC1 RHOD GRB14 LRATD1 GNRH1 HCK SCARB1 MYOCD FBLN1 RNF41 ALCAM PLXNA3 GLI2 RIPK3 CAMK1D ANLN EMP2 CD200 SH3BP1 NEDD4 HMGB2 SRGAP3 NAV1 CTSH RARRES2 ATP1B1 KITLG CCDC39 EPPK1 ITGB1 PREX1 NRG1 INPP5B IL33 ROBO3 ADGRA2 ENPEP ADRA2A LYST MCC AGTR1 AUTS2 PRKG1 AGRN NOTCH1 SEMA3C HIF1A EPHA4 CSF1 FOXO3 SPTBN4 RECK RIPOR2 MEGF9 MAPRE2 DCN HSD3B7 SPOCK3 NRXN3 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 POMK MYH10 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 CYP7B1 SPTB MST1 LDLRAD4 ARHGDIB EPHA2 PRCP AP1AR ADORA1 DDX58 PTPRO DPYSL4 ATP2B4 SLC8B1 PECAM1 AMOTL1 NFASC SNAI1 CFAP69 TNFAIP3 CXCL8 CXCL6 PF4V1 CXCL1 PF4 CXCL5 CXCL3 MESP1 LDB2 SEMA6C CXCL2 SMURF2 ARSB NR4A2 ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E ADGRL3 C5 FUZ DNAH7 NTN1 JMY JAG1 FOXC2 ROBO2 APOA1 NTN4 BAMBI IL12B CCDC88A EFNA4 EFNA3 EFNA1 KRT16 STRIP2 LIMA1 ADIPOQ SLC7A5 IL6 FYN ASTN1 NPHP4 NRP1 IL27RA MID2 LRP1 IDH2 PLXNA2 NKD1 DCLK1 LRRK2 LAMB3 CMTM3 PLEKHG5 TIE1 DIXDC1 PRKCA WNT3 ABL2 PDGFRA BMP4 TUBB3 PARP9 NTF3 MITF JAK2 SNCA NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 OLR1 ACVR1C JUP CITED2 CDH2 COL3A1 EPHA5 OSGIN1 PROX1 DOK5 PODN PTK2B PIK3R3 SEMA5B BTC APOE TRPM4 AKAP12 CD9 FLCN TTLL1 TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK P2RY1 RAP2B ZNF703 ARHGEF2 GATA2 ACAP3 LAMC2 LMNA EPHA3 ERBB4 TGFB1I1 EPHB3 SRGAP1 VAV2 HAS1 CORO1A ENAH FPR3 FPR1 ARPC5 CX3CR1 WDR66 COL5A1 FSCN2 NTRK2 LGALS3 BST1 PTGS2 HES1 MEF2C LRRC15
## 14811 ARHGAP11B BYSL MAP2K5 PARD6B ZFP57 WNT3 HHAT ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT CHST11 GFRA1 TXNRD1 INSRR ACVR1 SMARCD3 CRABP2 SAMD14 NES CEBPB STAB2 TIMM8A IQGAP3 POSTN IGF1 PMCH NEK3 BGLAP SFRP4 HIST1H3H RGN MYL9 DUOX1 KIAA1217 FZD8 FAM20C TLX2 EN1 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR MINAR1 SOX6 SEMA3A NRG2 LAMA2 AFF2 RDH10 SIDT2 RIDA CCL2 SVIL SCIN CCL7 TSKU CDC42EP5 RAB26 CRYGN PGF TAGLN NYAP1 CDK6 NFATC2 PENK CLOCK PDGFA CDH6 CCL13 PCNA AGER TRIP13 TYRO3 CLEC3B XKR5 ALPK2 PCDH18 NR1D2 MSX2 ROS1 PPP1R9A IL17D SLC7A11 TIMP4 TNFSF9 MYO19 GCNT1 TNFAIP2 FABP5 PDPN EZR DSP PLXNA4 RPS6KA5 TNFSF14 PDGFRB PDLIM2 HOXA11 TGIF2 TIAM1 EFNA5 OSBP2 COL11A2 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B CTSB DAB2 DIAPH2 NOTCH4 CNN2 PCOLCE RORA NINJ1 CTNS LOXL3 HELLS DNMBP P2RX5 C3 GATA6 TRPC4 FGF10 PSMB8 HSPA1A VPS13A GPER1 PSMB9 ANK3 CDSN TPM1 ANKRD2 PKD1 COL13A1 SERINC5 SLIT2 FOXD1 JAK3 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 HCN1 SOCS1 NOLC1 CD44 CDX1 SLC26A6 LAMB2 ATP11A CCND1 ST8SIA4 OSR2 YWHAQ KAZN FOXI1 RNH1 TMEM178A NME5 SCARF1 CELSR3 HRH2 POC1A MOSPD3 HBEGF CEBPD EPM2A CCDC36 ARVCF FLRT3 MACROD2 PAQR8 TCIRG1 UBR3 ROR2 DNMT3B FGF18 SIX2 GPNMB ARRDC3 TENM2 GINS1 MYH11 STON2 TERT IL7R WASHC2C ZNF358 HRAS ANGPTL4 IER3 HMX3 NFATC4 GRHL1 MMP11 FZD5 NFKBID JCAD L3MBTL3 IER2 GPCPD1 DHCR7 MLXIPL NDE1 MICALL2 ETV1 RRM2B PRKDC RTTN PAK3 LEF1 RBM47 EGFR VCL SCN1B NOCT KAZALD1 SPTBN5 TSPY2 RFLNB BATF LAMA4 TGFB3 MEF2B SDCBP BORCS8 ARSE LRRC4C CDH24 SMTN CEMIP2 BORCS8-MEF2B FZD7 HDAC11 MAFK MANF CATSPERG FLRT2 EMX2 PKM CNTF FZD4 FERMT3 TNFRSF11A CLASP2 NR1D1 ADA2 THRA SCG2 WDR19 PMS2 APBB2 MAGED1 ERRFI1 TPBG MSTN CLMN CFLAR SH3GL3 IL1RAPL1 NR2F1 DHFR TRIB1 THRB JPH2 SALL2 CHRM2 GSTK1 LTBP4 VTN CEBPA TRPM2 AKR1B1 NRP2 KREMEN2 ACTA2 SREBF1 IGF2 DDR1 SYNE3 TREH BCL2 PHLDB1 SMPD1 RPS6KA2 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA PCSK2 MICALL1 LRP5 PSD ODC1 ENPP1 PIK3R1 PTN HIPK2 CCDC154 FNIP1 DNAH1 NIN SLC8A1 PGM3 TOX PRAG1 CA9 SLC5A3 SERPINE2 SLIT3 BFSP1 AIMP2 BGN EPAS1 TUBB2A HSPD1 GPM6B GREM1 CEBPG BDNF PRR7 GDA H2AFX PLOD1 HK2 SYNGR3 SAMHD1 PNP PFKFB3 VEGFB PKP3 FERMT1 RANBP3L COL17A1 EGFL8 SLC38A3 CCN2 TUT7 OLFM2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 DNAH5 SWAP70 RIMS1 SERPINB5 BMP2 SBF2 RHOQ ALDOC LRFN5 RARB FOXO1 KLF10 NUDT1 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF GPR17 LIMS2 RAB3A ATP8B1 NUMBL FANCC TMEM135 RAP1GAP2 ITGA4 CREB3L2 ECE1 METRN NANOS1 VAMP5 LPCAT1 PKDCC SERPINF1 EDA2R SPRED3 ANG RRM1 SLC1A3 MYC DEAF1 CCDC78 OSR1 EFEMP1 SERPINB7 TNFRSF12A TMEM204 PTGER4 RFX2 KDM7A ITGA1 CHD7 RCAN1 ITGA2 SLC6A4 BZW2 CTSC IFNE ITPR1 GPR65 TRIO SERPINE1 TFAP2A RANBP1 ENC1 AFF4 MAP2 SEMA3B F2R ZFR COL5A3 PLXNB1 RTN4RL1 RUNX3 DOCK10 ID4 STAT1 ASXL2 ADORA2A NAIP CYP26B1 SYF2 KLF2 PCDHA3 EXPH5 MEST WDR62 LZTS3 ZEB2 WNT5B INPP5J EFNB2 E2F8 QARS PCDHAC2 DLX6 FANCD2 NRIP1 UCN SALL4 LIAS MAP1A ADM FRY KIF18A NFKBIA INHBA XRCC2 PPAT SMAD7 FOSL1 CSPG4 ADA GCNT2 DLX5 TTC7A AHR DAAM1 PSPH B2M DMD MXRA8 KIRREL3 ASAH1 DMRTA1 NXN TNFRSF19 BRCA2 UCHL1 ACKR2 TNFRSF1B MPV17 ANKH STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 BATF2 F2RL1 NRGN COL1A2 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 CYP19A1 LOX ASNS LFNG MAFF SYN1 PLOD3 ADAM10 RUNX1 VEGFA DLC1 CAPZB CDNF FAM83D E2F2 RFX8 PSME4 ID3 LTF EGF ACTN4 HNMT RND3 PSPN HCFC1 COL12A1 FKBP1A COL4A4 TACC3 ANGPTL6 PTPRU MYORG VNN1 NPR3 BACE2 FRMD6 EXT2 MYRF TGFBR2 ANXA1 HSPB7 SOX4 VLDLR FZR1 ADARB1 ADAMTS3 S1PR3 SHC3 CDH7 MN1 SHROOM2 SLC1A2 DPF1 PPIB CDK5R1 ALX4 EVL NRG4 REC8 PCDHB3 ITFG2 PCDHB11 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 PCDHB14 PCDHB15 KIF5B VIT CACNA1C PIR SDC2 DAG1 GDF15 LAMA3 HMG20B SMIM14 UGDH APOB HOPX MAP4K4 COL4A3 E2F5 TNS3 DNAAF4 COL10A1 CDYL JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 PLD4 TSSK4 RGCC FRZB LOXL2 TRERF1 TXLNG WDR35 SEMA4G BAG3 MYO1D RIMS2 ARNT2 HECW1 CYB5D2 GPI CPQ VWA1 PCDH17 PCSK4 FHL3 PDLIM7 RSPO3 STK36 NEDD4L CDKL3 NTRK3 TPI1 TCF7 AFDN TET3 FAM171A1 SPINT2 RHOBTB1 NINJ2 MYO10 RELT HLA-B UST DOCK11 MAMLD1 NOX4 SEC24D IBSP ADGRG6 PUS7 SULF1 ISL2 ZC3H8 ANGPT1 GCNT4 HMGCL MYO15A GPR173 POFUT2 LOXL1 GPR157 CEND1 EXT1 PLAAT4 FZD1 RSPO2 DNMT1 CES1 WNT5A SPATA5 SPP1 PLAAT3 SFMBT1 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SLC4A5 PRR15 SPRY1 HPSE NPAS1 APOL2 DHRS3 MBD2 UBASH3B FGFRL1 SRGN CXCL12 ATOH8 CERT1 CDH18 MATN3 GHR ZFP36 CLU TNFRSF11B NHS NKX3-1 AFF3 MMP14 NUP93 STC1 SPTBN2 LDLR ACVRL1 IGFBP1 CELSR1 MYOZ2 CD74 HIST1H3B TEK OMA1 STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ITGA11 HDAC10 SIGLEC15 GPC4 AMIGO2 KCNAB1 TFDP1 IGFBP7 WTIP BTN2A2 PTER HS6ST1 MAL2 NAV2 CMTM8 FJX1 DKK2 PCSK5 HMGB3 COL27A1 CDC25B SELENOP NR4A1 KLF7 JAGN1 ZNF488 HFE SOX18 GPC3 CCN3 TTLL7 GAS6 NRN1 MFSD2A TMIE CST3 FGF1 TIPARP SCML2 SPRY4 BBC3 FBN1 KRT80 CHN1 PIK3CD ZFP36L2 WARS NNMT TPP1 CLMP CLSTN2 AGPAT5 COL18A1 ADRB2 ZBTB16 MAPT ELL3 RIF1 SLC25A27 PODXL POLM FAT4 SSH2 TOP2A NDNF COL15A1 ILK INSIG1 APBB1 KCTD11 STMN1 NSD2 KRT86 KRT7 BCAS3 SEMA4B KRT81 FAP ERMARD WNT2 ACKR3 KLF6 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 SLC4A7 NR1H3 HPGD LGALS9 RHOV ITGB2 MYH9 CDKL5 EBP ALPL AXL FOXN3 APPL2 XYLT1 INTU PDE4D SH3TC2 ARID5B ACAN ETS2 AGO2 SCARA3 DNAJA3 IL1RL2 PPP4R4 CHAC1 VCAM1 CKB ICAM1 CACNA2D2 PATZ1 KANK1 PDE5A DIAPH1 IL18R1 MMP19 CD1D IGFBP5 FLNA PTHLH KRT33B GDF11 GAB2 PCDH19 LRP8 PTX3 NPAS2 TMEM38B TSHZ1 FBXO5 CEP152 LTBR HAPLN3 IGFBP3 NTM C9orf116 MICAL2 ARHGAP26 ESCO2 CDC42EP3 GPX4 ASPN TGFBR1 OMD KRT5 TCF21 EXTL1 EYA4 RXFP1 DMC1 TMEM98 LRRC17 S1PR1 BRIP1 VIM MALL SGPL1 TRNP1 FZD2 PINK1 IFI16 MEIOC ARHGAP33 PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 NFIA CRIM1 XKR9 SULT1B1 WDR36 EHD1 ZGLP1 KNL1 IL34 ADGRG1 SEMA5A SYBU TNNT1 PLK4 KRT4 CMKLR1 STIL FOXQ1 MCOLN3 WDTC1 TSPY1 G2E3 SH3D19 TGFB1 HYDIN TMEM91 CDH4 SH2B2 COL14A1 CCNB1IP1 SLAMF8 PER2 VMP1 KRT18 PTPN3 CTNNBIP1 HES6 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK C21orf91 CDH10 HMGCS1 FOXD2 NR4A3 CORO1C CRISPLD1 THSD7A VEGFC CSGALNACT1 ISLR2 PEG10 TGFBI PID1 E2F1 PARP2 NPHP1 DNER DDAH1 PDLIM1 SSH1 IFT122 EDNRB PRNP CCN1 BTBD8 RASSF2 NLGN2 AQP1 SUN2 IRS2 IRF2BPL COL6A3 DPF3 PAX9 MEGF10 PRICKLE1 SIK1 GLDN TLE6 COL9A2 VDR PRICKLE2 LARGE1 FGF11 ACACB ANTXR1 CALM1 COL11A1 PALM2-AKAP2 ADAMTS7 SLC2A14 TJP2 NRCAM KLF4 MMRN2 TNS2 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 MSC JUNB HNF4G PLCB1 ASB1 DHRS9 ZMYND15 PARD6A TRPC6 STK40 HHIP HIF3A CAPN1 MET CD248 ZFP14 SRPX2 POLR1B CAPRIN2 TANC2 ARNTL HAS2 DMBT1 TLE2 MYH3 EGR1 CX3CL1 LAMA1 KMT2D C6 COL7A1 STRA6 CCNA2 USP1 RAPGEF2 ALDH1A3 ITPKA WDR74 ABAT SPOCK1 GDF7 ROR1 ADAMTS6 ADAMTS12 MCAM FST NOX5 HOXD9 HOXD4 TEAD2 HIST1H3E CBL HOXD1 COL4A2 FSTL5 ZHX2 VSIR HIST1H4H COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 LRP2 HACD1 ID1 CDKN1C FAM210B TMEFF1 TBXA2R RAC2 COL16A1 F11R IL7 ZMYM5 BMPER HDAC9 MUSK NSMF COL6A1 ENG VSTM2L HSPA9 DYNC2LI1 AJUBA DNAJB9 MAP1B FARP2 BCHE LMO4 KLHL3 SSTR1 HHEX AKR1C1 AMOT RTKN2 ACE FGF7 BMP2K GAP43 ATP10A PHLPP2 SIM1 LPAR1 CBR1 EZH2 TRPV4 ANXA6 TNFSF10 IL12A RSAD2 TMOD2 VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 GABRB1 STMN2 MTERF4 C1QTNF5 PRDM1 S1PR5 BCL2L1 CAVIN4 FSTL3 CDH1 NPY1R ZNF135 CENPU NCAM2 RGS2 MMD LSAMP PRDM6 FOXP1 AKR1C2 LZTS1 PLS3 ZFP36L1 DYRK1B RIPK4 SGK1 TMEM100 MYH15 ESM1 CD151 AKR1C3 OBSL1 RBP1 FURIN MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 AK4 PTPRF CNGB1 THY1 HMOX1 EPOP TLR4 ECT2 NPAS4 ACTB CYP26A1 GJB2 FMNL1 LRRC6 FGF14 CSF2 CDKN2C ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 CHKB AKAP6 ADAMTS4 SPEG PLP1 CATSPER1 MFNG LRRN3 HIP1R HOXC13 IMMP2L GBP1 LAMA5 PRL ZMIZ1 HOXC11 NCOA3 HOXC4 NOG TPD52 CARD10 FGL2 SULF2 DOP1B VASP MMP8 SLC20A1 ZC3H12A APELA MBOAT7 GRB10 SPATA9 KDELR1 SEMA7A APBA1 MFAP5 CALM3 BRINP1 MYLK2 TRABD2A MAFB NLN FOXS1 CEP120 AMOTL2 CFL1 F3 DDIT4 NECTIN1 CCNO APOD SLC9B2 HDAC5 BDH2 CAMK2B KRTAP1-5 PPARGC1B NEO1 ERBB3 RHOBTB3 CDC42EP1 HIVEP3 LAG3 SIX1 GDNF EGR2 ADAMTS2 MYOF KCNK3 ASPM ITGB4 ROGDI TOP1 PAPSS2 PRDM15 SEMA6B BRCA1 LEPR ID2 ADAM22 MKNK2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 TBL1XR1 PRTG LDHA KIF20B ZSWIM5 LHX9 NFE2 CEP55 ING2 RTN4RL2 LIG1 SLITRK1 PHC2 UHMK1 RBP4 MAOB DDR2 CNN3 MMP15 SERPINI1 MSI2 PTPRC CRIP2 DBP CENPE MMP12 ACVR2B BCL2L11 CD38 CHRDL1 CD24 CHST2 EFHC2 MYL6 RILPL2 SPARC THBS1 HSD17B7 NGEF PAK4 PTGDR RGS4 SNORC ZNF219 TRIM13 UNC13D DACT3 SLITRK6 NDRG2 EPHB1 ZNF281 ODF2 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A SLC17A7 WDR78 SPTLC2 MYL2 APLN MTSS1 PBX1 LRIG1 SYNE2 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 ATP5IF1 DHRS2 FGF5 GRIN2A BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 AARD C1QL1 LRRC4 GNAO1 CCSAP KRT10 INHBB PLCD3 ADGRB2 IGF1R NOTCH2NLC IL11 PTGIS TMEM107 RFLNA RECQL4 LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT S100A4 ALDH5A1 BLNK MGMT AURKB NPM2 GPLD1 S100A13 KDM6B COLQ CD4 RPS6KA1 B4GALT5 FLNC MMP24 FLT3LG HES4 ZNF804A PBLD HNRNPAB FGF2 STAT5A DHCR24 CHSY1 DISC1 SSC5D RHOD RBM20 TENM4 SARS LRATD1 GNRH1 CAMK4 CREG1 MAP3K5 HIST2H4A PFAS HIST2H4B CCNB2 HLA-DRB1 MYO1E HCK BHLHE40 MSH2 GNB4 PPP2R1B SOCS3 RAMP1 CELSR2 BICD1 MOSMO MYOCD FBLN1 CNR1 RNF41 ALCAM PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D TMEM88 CSRP1 ANLN EMP2 CPE NOTCH3 NRBP2 AACS ETV7 ZFHX3 TBX19 SH3BP1 NEDD4 WLS PCSK9 HMGB2 SAP30 POPDC2 NAV1 CABYR CTSH ZIC4 SCN2A FLNB RARRES2 SMAD6 ZIC1 SMOC1 PALM KITLG CCDC39 WNT7B MAMSTR MOV10L1 MEIS1 EPPK1 PRKCH DUSP6 MSLN LMOD1 SORT1 EBF2 ITGB1 IRF1 PREX1 CC2D2A ATP2B1 MTF1 PLCE1 KLF15 MKX NRG1 SCRG1 INPP5B IL33 EPOR SHANK1 RIMBP3 ROBO3 PTH1R CTF1 LTBP3 DTYMK ELN FGFR2 ADGRA2 DMPK SYPL2 TFRC ENPEP MYL3 AMIGO1 AGTR1 SHISA2 AUTS2 NID1 PDLIM3 BNIP3 PRKG1 ARRB1 SPAAR TMEM131L DKK1 LRP4 LBH AGRN LPAR6 NOTCH1 MYCBPAP SEMA3C UGCG STAT2 FGD4 OAS2 SPATA20 EXOSC6 APOLD1 HIF1A RCN3 IL11RA EPHA4 AARS EGFL7 ARMC4 ARHGAP22 VCY1B ITGA7 SYT2 ITSN1 TSPAN12 GAA MNS1 THBS2 LGR5 LGALS1 RNF207 CSF1 BLOC1S1 TTPA MYOM1 HSPA2 INSIG2 TIMELESS COL8A1 FOXO3 GMNN TLR2 PPDPF SPTBN4 RECK PRDX1 RIPOR2 APCDD1 KBTBD8 MEGF9 TET1 SCX LUM IFRD1 DCN TRIOBP RYR2 ATF4 NRXN3 PLEKHA4 CD109 TIMP2 RRAS ROBO4 P3H1 SATB1 FSTL1 CHRM3 NRROS ACTN1 ECM1 WASF3 FMN2 CCIN RNF157 HIST4H4 GREM2 HERC6 PRRX2 ITM2C MYL12A CTH PTPRJ HOXA7 HOXA4 ITGAV POLQ ADAMTSL4 EIF4EBP1 CCN4 DONSON MGP FOXN2 SFRP2 TLE3 ALX3 RACGAP1 POMK CREB3L1 MYH10 MELTF DCHS2 IL6R CNTN3 EXO1 CADM1 ANKRD1 PDGFD FRYL SOCS2 NASP NUPR1 SLC6A17 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP INSC RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 CTSK DGKG CRLF1 LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 ARHGDIB PKP2 EPHA2 CALCRL PRCP AP1AR ADORA1 SCN2B ZBTB18 NEGR1 ARHGEF19 KRTAP2-2 FASN GLI1 TYMS WWOX CDH8 CHI3L1 PRRC2C PTPRO MAF DDIT3 IFNGR1 FAT3 DPYSL4 BTG2 INHBE PRELP PROK1 TLE1 ATP2B4 PCK2 PECAM1 AMOTL1 PBXIP1 PIWIL4 LHFPL2 G6PD ZNF423 NFASC SNAI1 SEZ6L2 TNFAIP3 TM4SF1 ERCC6 CXCL8 CDH11 KIF26B CXCL1 PF4 SMYD3 SLC2A1 ATAD5 PAQR5 POLE PCLO KRT34 ADAM12 NCS1 GPRC5B FGD6 TM4SF4 ARHGAP24 TNFSF4 CHURC1 MESP1 LDB2 ETNK2 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 TBX3 CHURC1-FNTB ZSWIM4 HSPA5 TSSK2 ANPEP MAGI2 NAGLU DAAM2 ASS1 PTPN22 CRYGS SEMA3E ADGRL3 TRIM58 GDPD5 EBF1 RAB29 VCAN GYS1 CCNF KRT32 DLG1 RAB7B GNPNAT1 FUZ NPTX1 NTN1 SORBS2 TTC9 CD83 NPY2R CSTA DLX2 JAG1 PRPS1 DYRK3 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HAPLN1 RBM38 KRT15 MELK HOMER1 BAMBI CACYBP KRT19 KRT9 KRT14 IL12B SLC10A7 SECTM1 CCDC88A NREP SERPINH1 CLTCL1 EFNA4 EFNA3 EFNA1 KRT16 STRIP2 EVI2B OLFML3 ADIPOQ BTBD3 GADD45B FANCA MYLIP PAPPA2 IL6 CHEK1 CIT FOXP2 FYN BAIAP2 UGT1A1 ASTN1 ABCA2 GSN EDIL3 RGS9 NPHP4 MAP6 NRP1 ALDH3A2 ATP7B ERMN ABCD2 TAF4B IL27RA LRP1 SAT1 MAFG BCL3 ATXN1 NCAPG2 CRYAB HMGA2 IDH2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 RBM24 TCF4 LAMB3 CMTM3 CMIP SAPCD2 TIE1 HSD11B1 ASF1B EDNRA DIXDC1 WDR77 THBS3 ISM1 PRKCA AZI2 IRF6 POU2F2 UTP25 SIPA1L1 FANCG ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CDO1 KCNH1 ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 CSRP2 HSD17B2 E2F7 TLR3 TUBB3 EPGN PACSIN2 NTF3 DGAT2 MITF PIM1 JAK2 NEK2 SNCA CPAMD8 PRLR ADGRL1 NAV3 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 CD160 SCN9A ATF3 PIAS3 ABLIM1 BATF3 TSPAN2 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 GIP LRIG3 CITED2 TUFT1 CDH2 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 OSGIN1 AREG PROX1 DOK5 MCM2 PTK2B CENPF PIK3R3 B4GALT2 KCNK2 IGSF3 SEMA5B APOE TACC2 SGCD PTGFRN FAM3C CEMP1 TRPM4 TCIM ALOXE3 SYNJ2 CCDC24 MYB ZNRF3 CD9 PLD6 FLCN TTLL1 KIF27 COL5A2 HES7 KREMEN1 IL18 TGFB2 ITGA6 TENT5C TXNIP PAFAH1B3 CLDN1 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 FLG HRNR CD274 SFRP1 NOTCH2NLA P2RX4 DCLK2 IL1RAP RAD54L HLX DUSP10 MYLK RELB P2RY1 GINS4 SLC40A1 TBX15 ZNF703 LIN7A FAM20A TRAPPC9 RRS1 SPRR2D FN3K ARHGEF2 PDE3A ANGPTL2 SSR2 GATA2 ACAP3 WNK4 POU6F1 ANKRD11 LAMC2 LMNA EPHA3 TRIM16 DPY19L2 ERBB4 PHGDH CBFB TGFB1I1 EPHB3 AP2M1 VAV2 LBR CSRNP1 CORO1A ENAH XIRP1 NTNG2 ARPC5 PSMD2 CX3CR1 BEX3 ORAI1 SYNE1 ULK2 CAT HSF4 ANXA2 COPRS PARP1 ITPKB DRP2 MME KALRN FHOD3 COL5A1 ESR1 ACTG1 FSCN2 NTRK2 LGALS3 SCN8A EHF WNT9A ATP2C2 PTGS2 GJA5 HES1 MEF2C KCNJ8 PDLIM5 RGMA PTCH2 HEG1 CPM DLX4 DLX3 POPDC3 OBSCN
## 439 MAP2K5 KDR ACVR1 STAB2 FZD8 B4GALT1 MINAR1 CCL2 PGF PDGFA TNFAIP2 PDGFRB NOTCH4 RORA C3 GATA6 FGF10 GPER1 PKD1 SLIT2 HSPG2 MAP2K1 RNH1 FGF18 GPNMB TERT ANGPTL4 NFATC4 FZD5 JCAD DHCR7 LEF1 LAMA4 CEMIP2 PKM FZD4 SCG2 CFLAR NRP2 ACTA2 NAA15 EPHB2 RHOA LRP5 PTN HIPK2 EPAS1 GREM1 HK2 VEGFB CCN2 CCBE1 EIF2AK3 FOXO1 PLK2 SERPINF1 ANG OSR1 SERPINB7 TNFRSF12A CHD7 SERPINE1 STAT1 KLF2 EFNB2 E2F8 ADM SMAD7 FOSL1 CSPG4 AHR COL1A2 VASH1 HSPB1 LOX RUNX1 VEGFA E2F2 EGF ANGPTL6 TGFBR2 ANXA1 SOX4 DAG1 APOB COL4A3 HSPB6 RGCC LOXL2 RSPO3 SULF1 ANGPT1 LOXL1 WNT5A PKD2 HPSE NKX3-1 MMP14 LDLR ACVRL1 TEK HS6ST1 PCSK5 NR4A1 SOX18 GPC3 CCN3 FGF1 TIPARP WARS COL18A1 NDNF COL15A1 BCAS3 FAP WNT2 ACKR3 JUN ENPP2 SPHK1 COL8A2 C5AR1 HPGD ITGB2 MYH9 AGO2 MMP19 TGFBR1 TCF21 S1PR1 SGPL1 PRKD1 UNC5B ADGRF5 MFGE8 CYP1B1 ADGRG1 SEMA5A TGFB1 FOXC1 FN1 GJC1 THSD7A VEGFC TGFBI DDAH1 CCN1 AQP1 PRICKLE1 ANTXR1 NRCAM KLF4 MMRN2 RHOB CAV1 JUNB HIF3A SRPX2 HAS2 EGR1 CX3CL1 LAMA1 C6 STRA6 RAPGEF2 ADAMTS6 MCAM NOX5 TEAD2 COL4A2 COL4A1 ADAMTS9 LRP2 ID1 TBXA2R BMPER HDAC9 ENG HHEX AMOT VAV3 TNFSF12 PTPRM PRDM1 ZFP36L1 TMEM100 ESM1 EDN1 HEY1 THY1 HMOX1 ADM2 ITGB3 MDK LAMA5 PRL ZMIZ1 NOG CARD10 ZC3H12A APELA FOXS1 AMOTL2 F3 APOD HDAC5 SIX1 BRCA1 LEPR ITGB8 STARD13 SPRY2 ACVR2B SPARC THBS1 PAK4 EPHB1 TGFBR3 ITGA5 APLN KLF5 COL1A1 PLXND1 TYMP ATP5IF1 IL1B PLCD3 ADGRB2 PTGIS LEP PLXDC1 AGT GPLD1 FGF2 SARS MYO1E SOCS3 RAMP1 MYOCD EMP2 NOTCH3 CTSH SMAD6 WNT7B MEIS1 ITGB1 FGFR2 ADGRA2 ENPEP AGTR1 NOTCH1 SEMA3C APOLD1 HIF1A EGFL7 ARHGAP22 TSPAN12 THBS2 COL8A1 RECK DCN NRXN3 RRAS ROBO4 ECM1 HOXA7 ITGAV SFRP2 CREB3L1 MYH10 IL6R PDGFD EMILIN1 RBM15 EPHA2 CALCRL PRCP CHI3L1 DDIT3 PROK1 PECAM1 AMOTL1 TNFAIP3 CXCL8 PF4 ADAM12 ARHGAP24 MESP1 TBX3 ANPEP SEMA3E JAG1 FOXC2 ROBO2 EFNA3 EFNA1 IL6 NRP1 LRP1 SAT1 HMGA2 TCF4 TIE1 EDNRA ISM1 PRKCA PDGFRA COMP PGK1 BMP4 E2F7 TLR3 EPGN EREG RASA1 CDH13 CD160 JUP CITED2 CDH2 COL3A1 PLCD1 PROX1 PTK2B PIK3R3 APOE SGCD IL18 TGFB2 GLUL SFRP1 MYLK GATA2 EPHB3 VAV2 CX3CR1 ANXA2 COL5A1 NTRK2 PTGS2 GJA5 HES1 MEF2C HEG1 DLX3
## GOID NodeSize SampleMatch Phyper Padj
## 2554 GO:0062023 405 244 9.855088e-39 1.538379e-35
## 1090 GO:0031012 530 297 2.025335e-38 1.580774e-35
## 335 GO:0005737 11641 3768 2.288005e-31 1.190526e-28
## 218 GO:0005576 4151 1498 2.201830e-26 8.592643e-24
## 2215 GO:0044421 3364 1244 6.498209e-26 2.028741e-23
## 2237 GO:0044444 9787 3193 1.166699e-24 3.035362e-22
## 252 GO:0005615 3154 1159 9.261540e-23 2.065323e-20
## 380 GO:0005788 306 166 5.475273e-20 1.068363e-17
## 727 GO:0012505 4516 1565 7.379765e-19 1.279979e-16
## 926 GO:0030054 1316 527 7.332494e-18 1.144602e-15
## 470 GO:0005912 546 254 8.236350e-18 1.168813e-15
## 2609 GO:0070161 562 258 3.617471e-17 4.705727e-15
## 2251 GO:0044459 2880 1036 6.980566e-17 8.382048e-15
## 2226 GO:0044432 1358 529 3.052488e-15 3.403525e-13
## 2214 GO:0044420 53 43 8.362061e-15 8.702118e-13
## 375 GO:0005783 1929 713 2.624561e-14 2.560587e-12
## 701 GO:0009986 830 343 4.739609e-14 4.352076e-12
## 2009 GO:0043230 2120 773 5.817089e-14 5.044709e-12
## 3815 GO:1903561 2115 770 9.678975e-14 7.822708e-12
## 243 GO:0005604 95 63 1.002269e-13 7.822708e-12
## Term Ont
## 2554 collagen-containing extracellular matrix CC
## 1090 extracellular matrix CC
## 335 cytoplasm CC
## 218 extracellular region CC
## 2215 extracellular region part CC
## 2237 cytoplasmic part CC
## 252 extracellular space CC
## 380 endoplasmic reticulum lumen CC
## 727 endomembrane system CC
## 926 cell junction CC
## 470 adherens junction CC
## 2609 anchoring junction CC
## 2251 plasma membrane part CC
## 2226 endoplasmic reticulum part CC
## 2214 extracellular matrix component CC
## 375 endoplasmic reticulum CC
## 701 cell surface CC
## 2009 extracellular organelle CC
## 3815 extracellular vesicle CC
## 243 basement membrane CC
## SampleKeys
## 2554 ADAM19 HSP90B1 POSTN CALR LAMA2 CTSF SERPING1 CLEC3B MMP28 EFNA5 COL11A2 CTSB PCOLCE FGF10 COL13A1 HSPG2 LAMB2 KAZALD1 LAMA4 TGFB3 PKM LTBP4 VTN TECTA PTN SERPINE2 BGN LMAN1 GREM1 F12 MXRA5 TNXB COL17A1 CCN2 COL25A1 ELANE SERPINF1 ANG EFEMP1 CTSC SERPINE1 SEMA3B COL5A3 WNT5B CSPG4 FBLN2 ADAMTS10 COL1A2 PLOD3 COL12A1 COL4A4 ANGPTL6 ANXA1 ADAMTS3 CTSD VIT SDC2 DAG1 GDF15 LAMA3 COL4A3 COL10A1 SPARCL1 CTHRC1 HTRA1 LOXL2 VWA1 MFAP4 COL28A1 SULF1 LOXL1 WNT5A ADAMTS1 ADAMTS5 CXCL12 MATN3 CLU GPC4 IGFBP7 NAV2 COL27A1 GPC3 CCN3 ADAMDEC1 FBN1 SOD3 A1BG COL18A1 ORM1 ORM2 COL15A1 WNT2 ADAMTS15 COL4A6 COL8A2 COCH LAMB1 LGALS9 ACAN SCARA3 ICAM1 ASPN OMD OGN ECM2 AEBP1 MFGE8 MATN2 COL4A5 TGFB1 COL14A1 ADAM11 FN1 TNC TGFBI SERPINA3 TIMP3 CCN1 COL6A3 COL9A2 COL11A1 THSD4 MMRN2 LTBP2 FBLN5 COL24A1 SRPX2 ABI3BP LAMA1 COL7A1 TINAGL1 SBSPON COL4A2 COL4A1 ADAMTS9 TMEFF1 COL16A1 IL7 COL6A1 ANXA6 SERPINB9 CSTB CD151 COL6A2 MDK APLP1 ADAMTS4 LAMA5 FGL2 ANXA8 MMP8 SEMA7A MFAP5 F3 EFEMP2 ADAMTS2 NID2 FBN2 SRPX SPARC THBS1 SNORC COL1A1 GPC1 AGT S100A4 COLQ SLPI SSC5D FBLN1 PLSCR1 DPT CTSH RARRES2 SMOC1 EMILIN3 LTBP3 ELN FGFR2 NID1 CPA3 CCDC80 AGRN EGFL7 THBS2 LGALS1 COL8A1 A2M MEGF9 LUM DCN TIMP2 P3H1 ECM1 ADAMTSL4 MGP SFRP2 TMEFF2 EMILIN1 CTSS INHBE FMOD PRELP PF4 VCAN DLG1 NTN1 APOC3 APOA1 NTN4 HAPLN1 SERPINH1 ADIPOQ PODNL1 EDIL3 LAMB3 THBS3 COMP CILP BCAM CDH13 CDH2 COL3A1 PODN APOE COL5A2 TGFB2 ITGA6 C17orf58 P3H2 S100A10 MFAP2 FLG HRNR SFRP1 ANGPTL2 LAMC2 TGFB1I1 ANXA2 COL5A1 HMCN1 LGALS3 PRG4 LRRC15
## 1090 ADAMTS13 ADAM19 LRRC32 HSP90B1 POSTN FLRT1 CALR LAMA2 CTSF SERPING1 CLEC3B CCN6 TIMP4 MMP28 EFNA5 COL11A2 CTSB PCOLCE FGF10 COL13A1 HSPG2 RELN LAMB2 FLRT3 MMP11 KAZALD1 LAMA4 TGFB3 FLRT2 PKM LTBP4 VTN TECTA PTN SERPINE2 BGN LMAN1 GREM1 F12 MXRA5 TNXB COL17A1 CCN2 CCBE1 COL25A1 ELFN1 MMP16 ELANE SERPINF1 ANG EFEMP1 CTSC SERPINE1 SEMA3B COL5A3 RTN4RL1 TFPI2 WNT5B CSPG4 FBLN2 ADAMTS10 COL1A2 LOX CCN5 PLOD3 VEGFA COL12A1 COL4A4 ANGPTL6 ANXA1 ADAMTS3 CTSD VIT SDC2 DAG1 GDF15 LAMA3 COL4A3 COL10A1 SPARCL1 CTHRC1 HTRA1 LOXL2 VWA1 MFAP4 COL28A1 SULF1 LOXL1 WNT5A ADAMTSL5 ADAMTS1 ADAMTS5 HPSE CXCL12 MATN3 CLU TNFRSF11B MMP14 GPC4 IGFBP7 NAV2 COL27A1 GPC3 CCN3 FGF1 ADAMDEC1 FBN1 SOD3 A1BG COL18A1 ORM1 ORM2 NDNF SPON2 COL15A1 WNT2 ADAMTS15 COL4A6 COL8A2 COCH LAMB1 LGALS9 ALPL ACAN SCARA3 ICAM1 MMP19 PTX3 HAPLN3 ASPN OMD OGN ECM2 LRRC17 AEBP1 MFGE8 MATN2 COL4A5 TGFB1 COL14A1 ADAM11 FN1 TNC TGFBI SERPINA3 TIMP3 CCN1 COL6A3 COL9A2 COL11A1 THSD4 MMRN2 LTBP2 FBLN5 COL24A1 CD248 SRPX2 ABI3BP DMBT1 LAMA1 COL7A1 TINAGL1 SBSPON COL4A2 COL4A1 ADAMTS9 TMEFF1 COL16A1 IL7 COL6A1 ANXA6 SERPINB9 CSTB ELFN2 CD151 MMP7 COL6A2 MDK APLP1 ADAMTS4 LRRN3 LAMA5 FGL2 ANXA8 MMP8 SEMA7A MFAP5 MMP3 MMP1 F3 EFEMP2 ADAMTS2 NID2 FBN2 OLFML2B RTN4RL2 MMP15 SRPX MMP12 SPARC THBS1 SNORC TGFBR3 LRIG1 COL1A1 GPC1 AGT S100A4 GPLD1 COLQ MMP24 SLPI SSC5D FBLN1 PLSCR1 DPT CTSH RARRES2 SMOC1 EMILIN3 LTBP3 ELN FGFR2 NID1 CPA3 CCDC80 AGRN EGFL7 THBS2 LGALS1 COL8A1 A2M MEGF9 LUM DCN TIMP2 P3H1 ECM1 OLFML2A ADAMTSL4 CCN4 MGP SFRP2 TMEFF2 EMILIN1 CRISPLD2 COLEC12 CTSS CHI3L1 INHBE FMOD PRELP PF4 VCAN DLG1 NTN1 APOC3 APOA1 NTN4 HAPLN1 SERPINH1 ADIPOQ PODNL1 EDIL3 LAMB3 THBS3 WNT3 COMP CILP TLR3 BCAM CDH13 LRIG3 CDH2 COL3A1 PODN APOE COL5A2 TGFB2 ITGA6 C17orf58 P3H2 S100A10 MFAP2 FLG HRNR SFRP1 ANGPTL2 LAMC2 SERAC1 TGFB1I1 ANXA2 COL5A1 HMCN1 LGALS3 PRG4 LRRC15
## 335 MT-ND2 MT-ND3 ADAMTS13 GSTT2B RPS9 SCG5 SURF1 ARHGAP11B CKAP2 BYSL C5orf30 MAP2K5 THSD1 HLA-F ARMCX1 PARD6B MXD1 PIGH HHAT POLD4 TBC1D10C CARNS1 AP003419.1 PLIN3 ADAM19 CYFIP2 RNF130 KDR PKP4 XAF1 KIT ALDH1L2 ALDH18A1 CHST11 EID3 GFRA1 TXNRD1 DDO SGO1 CHPF2 GLT8D2 CRABP2 SAMD14 NES CEBPB HSP90B1 STAB2 TIMM8A IQGAP3 POSTN PARPBP IGF1 BARD1 NEK3 ALDH4A1 DRAM1 GLMP BGLAP DNAJA3 PDK3 SFRP4 RGN PPP4R4 HIST1H2BN MYL9 DUOX1 AKAP11 MOAP1 KIAA1217 UBE2L6 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 TIPIN KCNIP3 TLX2 CCND3 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR PNCK IL15RA PCSK7 MUC12 NIPA1 RDH10 BAG1 CCNJL SIDT2 RIDA CTSF UBR4 UBE2H SLC35E4 DUSP18 SVIL SCIN CDC42EP5 RAB26 TAGLN TLR1 CDK6 TLR6 ZC3HAV1L NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 TNS1 FAM114A1 AHRR PCMTD2 DGLUCY NEURL2 SAMD9L ARL4A TYRO3 EFL1 CLEC3B FUCA1 PYGB NR1D2 SLC35D2 MSX2 H1F0 ROS1 ALDH1B1 PPP1R9A TUBE1 SYN2 PLCXD1 PRUNE2 FOXO3B ZNF395 CCN6 SLC7A11 TIMP4 NEIL1 MYO19 MICA GCNT1 TNFAIP2 FABP5 PPFIBP2 KATNAL2 DNAJC28 PDPN CAND2 EZR FIBIN BBOX1 DSP TMSB4X RPS6KA5 TAP2 NUP153 PARD3B TRIM16L SSB TNFSF14 CEP128 CYP2U1 AP003071.5 PDGFRB PDLIM2 GOLGA8B ARHGAP21 PIGW KCNS2 FAM110B PI4K2B HTD2 TIAM1 SIK1B OSBP2 COL11A2 SAXO2 EVC2 BMP6 SHANK2 TXNDC5 IMPA2 HSPA12A MUC20 CYSTM1 SHTN1 SGPP2 TUBB ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 GOLGA6L9 CNN2 PHYH GPSM3 TRIB3 GCAT CDC14B TAX1BP3 EFR3B CTNS ALDH3B1 LOXL3 PLEKHA7 DNMBP PTTG1 P2RX5 ANK1 C3 FARSB TRPC4 PSMB8 HSPA1A HELZ2 CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL PSMB9 ANK3 TPM1 ANKRD2 CD99 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 SERINC5 VWCE MSRB1 SEC61G CDK15 SLC25A42 SLIT2 MRPS30 JAK3 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 MCM3 RMI2 SOCS1 NOLC1 CD44 SLC26A6 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR CCND1 AUH TBC1D12 ST8SIA4 YWHAQ MORN4 KAZN HOMER2 HOGA1 MAP3K1 RNH1 RNF39 TMEM178A SCARF1 ELOVL3 POC1A TM6SF1 MOSPD3 PGD NACC1 POLA1 CCS MYO7B USE1 HBEGF STIP1 EPM2A ARVCF CHKA FLRT3 CTAGE1 GRAMD1A PAQR8 TCIRG1 UBR3 SEL1L2 ROR2 SKA3 PLAU SLC39A7 CETN2 SESN1 GANAB TTC3 PXK ANKRA2 RILP GPNMB ARRDC3 NDRG3 TENM2 GINS1 NINL MYH11 STON2 DBI C11orf74 VMAC TERT IL7R CAPS KATNAL1 WASHC2C PEX11G AVL9 HRAS STPG1 RNF217 NLRC3 GTPBP4 GYG2 POGLUT2 IDI2 IDI1 PDCD11 NT5M GOLGA8O IER3 PER3 NFATC4 GRHL1 MMP11 FZD5 ARHGEF6 CHCHD10 CISH TDRP JCAD IBTK IER2 CCDC81 CDC25A IRAK2 GPCPD1 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 RRM2B PRKDC RTTN ME3 PAK3 RASSF7 LEF1 GNPTG NEU1 AMPH EGFR RBM14 SEC13 RGPD2 VCL ARSD HSD17B8 RASD1 FMC1 RHPN2 NOCT EHD4 SPTBN5 ARHGAP11A MIF RFLNB BATF GOLGA8N HLA-A MICU3 GALNT10 PTP4A3 TGFB3 BUB3 SDCBP MYRIP BORCS8 SERP2 ARSE STMP1 SMTN NUP210 P2RX6 RASA4B FKBP9 RPS27L HLA-DRB1 CD302 AC012254.2 PDK4 WWC1 SEC11C FZD7 TMEM184A M1AP RUSC2 ITPR3 LPXN CAPN5 ANKLE1 MANF HLA-DMA PGAM1 FLRT2 PARP8 PRSS23 PKM CNTF MYL5 FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 TSC22D1 HASPIN NR1D1 ADA2 STX1A THRA PLCD4 OSTC NUCB2 SCG2 OR2A4 ARSJ ABCA7 WDR19 PTPDC1 TRARG1 RAB9A IL32 PMS2 APBB2 GFPT2 C11orf24 RRM2 ARRDC2 AP1S3 MAGED1 CAVIN3 ERRFI1 TPBG MSTN CLMN CFLAR SPAG4 RAB11FIP2 SH3GL3 KCNS3 GLYCTK SCD SLC16A11 TTLL3 ZCCHC2 SMDT1 RDM1 PRKCE IL1RAPL1 CABLES1 NR2F1 DHFR TRIB1 UBE3D SLC2A4RG JPH2 ALOX5AP SNN CHRM2 GSTK1 SKP2 VTN SNRNP25 SLC25A18 TRMT6 RASA4 POLR3K TRPM2 MEDAG AKR1B1 KREMEN2 ACTA2 SREBF1 IGF2 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 B3GALT5 TUBB6 STAMBPL1 ATG16L2 BCL2 PHLDB1 SMPD1 MGARP MIS18A RPS6KA2 NAA15 EPHB2 MAP3K8 KIF13B PGP NSMAF MRAP CARS SOD2 DSN1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 LRP5 PGGHG PSD HTR1B KIF20A COA5 ODC1 ACAT2 AL669918.1 ENPP1 PIK3R1 PTN SLC25A6 HIPK2 KDSR NLRP10 UBXN1 CCDC154 GK FNIP1 CAMKK1 WDR81 DNAH1 PCNT NT5C1B RAPGEF6 NIN SLC8A1 PGM3 AKR1B10 CYP3A5 CEP72 PRAG1 PHKA1 AKR1B15 LRATD2 AOPEP GSTCD ATP6V1G2 C4A SERPINE2 IFITM3 HSPE1 KNSTRN SLIT3 DUSP8 NOP58 DGKI BFSP1 AIMP2 ARHGEF28 BGN BPHL EPAS1 LMAN1 BSCL2 RASGRP2 TUBB2A ERI1 HSPD1 TP53INP1 CCNE2 B3GALT4 NEURL1B ZNF540 B4GALNT4 BDNF PRR7 GDA F12 IFI27 PDZD2 EMC1 SKA1 IARS PLOD1 HK2 SYNGR3 HEPH PNP PFKFB3 VEGFB LYPD6 PKP3 CCDC88C GLYATL2 FERMT1 IFI27L2 RANBP3L COL17A1 DYNC1I1 PPP1R3B CCN2 TUT7 OLFM2 IFI30 TUBB2B HPS1 PELI2 CYP21A2 FMN1 SEC31B NEBL COL25A1 LIMCH1 DUSP1 IP6K3 PNKD EIF2AK3 GNAI2 MMP16 DTNB GEMIN8 AL133352.1 DNAH5 SWAP70 SPAG5 CABIN1 TMEM14A CLCN7 RIMS1 GLYATL1 SERPINB5 SBF2 HSPH1 RHOQ DSTN ALDOC OGT GOLGA8G CERKL RARB TIMM44 FOXO1 CBLN3 APBB1IP NUDT1 ACOX2 PMAIP1 GOLGA6L4 NARS DACT1 PLK2 JAZF1 MEIS2 CCNB1 YWHAH IRF7 CLIP3 EIF4EBP3 LIF ALAD LIMS2 RAB3A ATP8B1 FYCO1 NUMBL PECR FANCC TMEM135 RAP1GAP2 BDKRB2 BDKRB1 CREB3L2 PPP1R14B ECE1 CHST15 NANOS1 ELANE TRAM1L1 PRSS3 VAMP8 SYT15 SQOR DUSP4 VAMP5 AKR1D1 LPCAT1 PKDCC HIGD2A SERPINF1 CFD HACD4 DCK MAP2K3 IRF9 ANG SLC25A15 RRM1 FAM107A C2CD2L SNX8 CASP10 SRXN1 OAT RSC1A1 MYC NPC1 PIPOX MANBA DEAF1 GEMIN4 MCUB PDIA6 CASTOR1 EPS8L2 RNF152 CCDC78 OSR1 CCL5 SPIRE1 SERPINB7 CHAC2 CYTH3 LHPP DAPK1 ATP9A DECR1 RFX2 ATP6V1C2 SACS ITGA1 RNF144B HSPA13 AIFM2 RCAN1 ITGA2 CALD1 SLC6A4 BZW2 TYSND1 CTSC TPM2 LIPT1 ARSI ITPR1 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A TFAP2A RANBP1 FAM110A ENC1 SIAE AGBL3 SAMSN1 RRBP1 MAP2 SEMA3B ITPKC F2R MRPL34 TNFRSF8 FAM83G TRIM24 ANO8 ZFR HINT3 ME2 COL5A3 LIPC RUNX3 DOCK10 PFKP ABHD14B CLIC6 TANK PCBP4 ID4 MPLKIP HCFC1R1 STAT1 PRSS12 TRMT9B MOXD1 ADI1 ADORA2A AATF NAIP CYP26B1 PDSS1 DENND10 TMEM150A EVA1A EXPH5 GOT1 MEST GABBR1 WDR62 LZTS3 MCTP1 SETBP1 ZEB2 WNT5B GLS INPP5J ADH5 E2F8 QARS DTX4 FBXL14 CELF6 FANCD2 CTIF SUGCT CYB5A SLF1 SDF2L1 SALL4 LIAS AC104452.1 MAP1A AMT ADM MAGED2 FRY GLT8D1 ADH6 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA XRCC2 GCFC2 PPAT SLC7A8 CCDC85B SMAD7 MARCH4 HEXA PKIG FOSL1 ACTR3B ORC5 OTULINL SLX4 FHIT SLC3A2 MBOAT1 CSPG4 SERPINB2 CLGN ADA GCNT2 RHBDD1 DLX5 ERCC6L ASAP3 TTC7A RGS3 AHR KDELR2 DAAM1 ECI1 PSPH HMGA1 PET100 B2M KIF3C CEP78 CASTOR2 CIRBP DMD ABCC6 ENTPD7 SPDL1 MXRA8 ASAH1 GASK1A CCDC13 PIGA SFXN4 NXN BRCA2 RANBP17 UCHL1 CENPH ACKR2 BLMH SNTA1 STARD8 TNFRSF1B MPV17 ARHGEF4 MTFP1 PAICS TPST2 SEC14L2 CHST12 GPR135 STX3 HOMEZ ANK2 PKIB ARL3 NACAD PTCH1 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 MARS2 COL1A2 VASH1 TPST1 HSPB1 GSTA4 CDK1 UQCRB TBC1D1 PSAT1 STC2 DAPK2 PLA2G6 CAPN3 TNFAIP8L3 HSD17B11 CYP19A1 SPR SRFBP1 PRXL2B EIF5A ASNS FKBP5 LFNG SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 CNKSR2 VEGFA SFXN2 DLC1 MGAT5 CAPZB CDNF CROT HSPA14 FAM83D RSL24D1 IQCN LY96 ATP6V1C1 PSME4 ID3 MICOS10-NBL1 LTF STK26 SAMD5 GALNT12 GSTT2 KIF24 EGF ACTN4 HNMT RND3 MRVI1 GSDMD CAPN12 ALKBH7 FAM131B ZBED3 CSGALNACT2 HCFC1 COL12A1 FKBP1A GSTO2 TMEM129 COL4A4 TACC3 SHFL FADS2 CPPED1 PDE8B ANGPTL6 ANAPC15 MYORG ARAP3 GRK5 VNN1 BST2 BACE2 FRMD6 EXT2 MYRF TGFBR2 ELOVL6 MICAL3 LRRC75B ANXA1 OR51E2 PDE1A HSPB7 SOX4 BAALC OLAH VLDLR FZR1 FEN1 TMEM187 AAMDC ADARB1 STXBP6 SHC3 RPL17-C18orf32 SHROOM2 SNX22 DPF1 PPIB CDK5R1 NMI EVL AC068580.4 CTSD MINDY2 STAT4 NMT2 ITFG2 WRAP53 PRDM16 TALDO1 IPO4 FKBP4 TNFAIP6 NAPRT KIF5B DUSP2 DEGS2 CACNA1C PIR PGPEP1 SDC2 DAG1 GDF15 LAMA3 PLCL1 PLAC8 SMIM14 PDE7B FBXL7 UGDH NTHL1 APOB HOPX IGBP1 MAP4K4 COL4A3 MGAM E2F5 TNS3 DNAAF4 PLA2G2A COL10A1 FOLR3 CDYL SPARCL1 GALNT18 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 DSEL HPRT1 HSPB6 PLD4 TSSK4 CYP17A1 RGCC FRZB LOXL2 TRERF1 ARHGEF17 TWNK TXLNG WDR35 CPEB4 DLG2 POLR3G BAG3 MTFR2 MYO1D ARL4D RIMS2 ARNT2 HECW1 GPI ATP6V0A4 CPQ ITIH3 VWA1 PRC1 PCSK4 DNM1 DOK3 IDUA ARHGAP20 MCU FHL3 PDLIM7 NOA1 BORCS7 GCHFR SEC24A DNAJC17 PDCD2L STK36 TRIM73 NEDD4L DENND2A ST3GAL5 CDKL3 NTRK3 TPI1 YIF1B SPSB2 ENO2 AFDN TET3 VPS33B JPT2 CYBRD1 XPC GSR TBCK SPINT2 CCDC106 ISYNA1 RHOBTB1 PPP1R14A MT2A SLC2A5 COL28A1 CDCA5 MYO10 GALE MT1E RELT SLC25A37 MT1M UST WDR4 DOCK11 MAMLD1 NOX4 DDX21 SEC24D USP18 MIOS SULF1 MT1F CAMLG CARNMT1 ALS2CL RPN2 CEMIP CLCN4 MT1X RETREG1 MYO18A P4HA1 TM7SF2 GCNT4 ABCA1 HMGCL DDX60 MYO15A POFUT2 LOXL1 MYCBP XPO1 CEND1 EXT1 RRAGC ADH1C ADH1B PLAAT4 SPAG8 GOLGA8R DGKH AC010422.3 SYNPO2 KIZ CES1 VPS51 WNT5A CDCA4 ATAD3B GLCCI1 SPATA5 OPRL1 MCM7 SPP1 RUBCNL PLAAT3 SEPTIN4 PKD2 ITGA8 ADAMTS1 ARHGAP27 APBA1 PALLD ADAMTS5 WSB1 SPRY1 HPSE UGGT1 APOL2 ZC3H12D DTNA DHRS3 VRK1 OSBPL10 MBD2 REPS2 UBASH3B SLC25A29 FGFRL1 MTHFD2 PRKAA2 SLC25A33 SRGN POLI ESPNL CXCL12 SLC35G2 YJEFN3 UBE2C ATOH8 CERT1 LAMTOR4 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU NHS MAP2K6 AFF3 MMP14 STC1 DNAJC18 DEPP1 ATAD3A SPTBN2 SYT8 LDLR UGT2B15 SCAPER TMEM126B DUSP3 LAPTM5 FKBP14 DUSP19 KCNJ2 SCRN1 IGFBP1 CDC6 OSTF1 MYOZ2 CD74 SPC24 TEK OMA1 STRADB GASK1B HMGCR PPARGC1A PPL ERG ACVR1B ARHGEF16 GNPDA1 ARHGAP6 HDAC10 NUDT13 GPC4 CH25H RAB27B TAOK1 KCNAB1 TFDP1 IL1R2 IGFBP7 SYT7 WTIP TRMT10A GPD1L SLC27A3 DNAJC9 HS6ST1 MAL2 CMTM8 SSR3 LMBRD1 PROS1 PCSK5 HMGB3 COL27A1 DPP4 TMEM173 SLC44A1 GRASP CIDEC CDC25B SELENOP NR4A1 PCMTD1 LGMN JAGN1 APOL1 HFE CLIC5 GPC3 BACH2 UPP1 SLC27A1 NME3 TMSB15A CCN3 TTLL7 PLEKHG2 TMEM8B HMMR GAS6 TM4SF20 NCAPH MFSD2A CCDC68 GAL3ST4 CST3 FGF1 DYNC1H1 PNPLA3 PORCN SPRY4 HSPA8 BBC3 FBN1 ADAM28 KRT80 CHN1 PIK3CD ZFP36L2 STK33 ICA1 SOD3 RCAN2 IQCA1 WARS NNMT CYP39A1 TPP1 TKT SERF2 IL16 A1BG CLMP CLSTN2 BDH1 PDIA3 ACAP1 AGPAT5 STARD5 COL18A1 IL17RE ADRB2 ZBTB16 MAPT RIF1 RNF24 EIF3E ORM1 DHFR2 SIRPA ORM2 SLC25A27 HYOU1 CYP2S1 HIST1H2BC PODXL LARP6 SSH2 TOP2A ISG20 COL15A1 ILK KDELR3 INSIG1 APBB1 STMN1 CORO2B NSD2 KRT86 KRT7 ENDOU AOC2 BCAS3 KRT81 FAP CBS ERMARD WNT2 ACKR3 KLF6 COPS8 FABP2 FKBP1B DZIP1L TRIM14 COL4A6 NANS JUN NME1 HERPUD1 SPHK1 COL8A2 C5AR1 ING4 LAMB1 SLC4A7 NR1H3 HPGD LGALS9 RHOV CYP4B1 TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 CERS6 NOSTRIN EBP KSR1 DLEC1 APPL2 XYLT1 INTU FADS3 KLHL11 PDE4D SH3TC2 ACAN ETS2 AGO2 FCSK IGFBP4 TNS4 REP15 NFKBIL1 ATP23 NAMPT SCARA3 DKC1 CHAC1 ABCA13 VCAM1 NUAK1 CKB STAC2 AP5Z1 PLCB3 IGFBP2 KANK1 PDE5A CKAP4 DIAPH1 CASTOR3 RASGRP3 CTSO TPPP3 DOCK8 THOP1 CD1D CYP27A1 ZDHHC1 IGFBP5 LDLRAP1 SKA2 FLNA PTHLH KRT33B SLC25A22 GAB2 DDX39A PSTPIP2 TMED9 PTX3 NPAS2 TMEM38B CCDC184 TRAM1 FBXO5 TBC1D2 RHBDF2 LACTB2 CEP152 LTBR IGFBP3 NUDT14 TNIP3 MICAL2 MAN1C1 SCNN1A ARHGAP26 ESCO2 PXYLP1 CDC42EP3 MYH2 CYP4X1 DPH5 RAB3IL1 IPPK GPX4 TGFBR1 OMD OGN KRT5 MYH1 ARMC8 FBXL13 CYGB PRCD EXTL1 CCDC91 OCLN MIF4GD EYA4 BEST1 MAP3K7CL FTH1 SLC24A5 TMEM98 MTERF2 HSPA4L S1PR1 BRIP1 VIM MALL UGT2B4 SGPL1 FOXRED2 IFIT3 TPK1 COPG1 IFIT2 CDA RANGAP1 RBM3 SMOX CRY1 AEBP1 FZD2 PINK1 IFI16 MEIOC ARHGAP33 SAA1 SLC66A1L PRR11 MAP1LC3A TES PRKD1 PLP2 CXXC5 ADGRF5 SDC1 MFGE8 IFIT1 LCTL CYP1B1 RMDN2 MRAP2 SNCAIP GARS ATP6V1G1 CDC25C ARHGAP28 ADGRG2 SYNC SSX2IP MOK SULT1B1 GDPD1 ACLY ZWILCH EHD1 APBB3 TP53TG3D COX7A1 ST6GALNAC2 KNL1 ARHGAP32 ACSS1 TP53INP2 SLFN11 PHACTR2 AUNIP SLC29A3 DBF4B PTPRH EXOSC5 ACKR1 BCKDHA SYBU TNNT1 MTSS2 SLC22A17 GABBR2 TDP1 MCOLN2 PLK4 KRT4 SULT1E1 MX2 C4orf46 VAMP1 STIL VAC14 WNT3 COL4A5 MCOLN3 MAD2L1 TCN2 WDTC1 TSPY1 WDR63 EPB41L4B G2E3 SH3D19 MPP4 TGFB1 ABHD4 HYDIN KIF17 DUSP23 SH2B2 COL14A1 MPP1 MEX3B SPHKAP SH2D4A DIAPH3 DNAAF3 PMEPA1 DDIT4L PER2 VMP1 TP53TG3 KRT18 ISCU PTPN3 CTNNBIP1 INCENP FOXC1 KRT8 SPATA4 NIM1K SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 TMEM119 FGR GJC1 KCNQ5 MAP3K12 TNIK RGS17 ECH1 SPCS3 PFKFB4 HMGCS1 NR4A3 CORO1C TTK ABLIM3 ARHGEF3 VEGFC TTC25 CSGALNACT1 TMTC1 PEG10 TGFBI PID1 GMDS PATJ OIP5 SSR1 NUSAP1 AFAP1L1 ISLR E2F1 ATP1A2 SERPINA3 DEPDC1B NPHP1 DNER TIMP3 DDAH1 NPC2 PDLIM1 SSH1 ATP8B3 CACNB3 IFT122 PRNP REEP1 CCN1 BTBD8 RASSF2 CLYBL AQP1 MARCH3 DNAL4 SUN2 MPP2 RNF180 IRS2 COL6A3 SLC25A21 CBARP INMT RGS7BP ESYT3 NOP56 PRICKLE1 YARS SIK1 AHNAK LMTK2 HIST1H2BK TLE6 PTGS1 COL9A2 VDR SRSF2 SEPTIN6 CYP2E1 SNTB1 SCART1 PRICKLE2 DNASE1L1 TMEM102 CD14 RAD51 ADCY8 TNFAIP8 LARGE1 ACACB FABP3 ANTXR1 CEP70 XRCC3 CALM1 F8 COL11A1 ADAMTS7 TJP2 FNIP2 KLF4 SLC2A12 ADIRF TUBA3C RPS6KA4 EPB41L5 RHOB MYOZ1 RNASEH2A CAV1 ADRA2C GRPEL2 IFI35 PGM1 PRMT3 PLCB1 ITGB3BP RNF208 AC138811.2 ARL6IP1 CHN2 REEP2 ELOVL7 ASB1 HPS5 RBKS DHRS9 COL24A1 PCYOX1L TMEM106C TUBB4B ZMYND15 BEGAIN ECHDC3 CMC4 PARD6A TRPC6 HSF2BP CENPO STK40 HHIP GGACT TXN UGGT2 HS1BP3 HIF3A CAPN1 IFI6 CD248 DIPK1A ELOVL5 OTUD4 BEND5 SLFN13 AGBL4 SRPX2 GK5 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 CENPQ PLD1 CAPRIN2 PRR5 TARS ARNTL HAS2 DMBT1 MYH3 ZBTB20 EGR1 CX3CL1 SENP8 FIGNL1 COL7A1 TOR4A CCNA2 PKN3 CLCA2 RAPGEF2 CEP126 CEP85 ALDH1A3 CARHSP1 PRELID2 KHDC1 NOXA1 ITPKA MX1 SH2B1 ABAT SPOCK1 HIST1H2BD RIN1 ADPRM SEC14L1 UBXN11 PLCXD3 SLAMF7 ROR1 CFAP300 NAGS PMM2 SH3BGRL3 NOX5 TEAD2 TINAGL1 PLAGL1 CBL SELENOI NEDD9 PLEKHF1 HEATR5A COL4A2 CRACR2B SVEP1 THBD ZHX2 KCNJ6 COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 PEX2 OXSR1 LRP2 HACD1 ID1 MMS22L PRRC1 MVK PLD2 PKIA CDKN1C CCNE1 MMP28 FAM210B CPEB2 TMTC4 TBXA2R DNAJC12 UBIAD1 BLM RAC2 RAB40A COL16A1 COX7B2 F11R RAVER2 SLC22A18 MXI1 CDK2 NCAPD2 LARS IQCJ-SCHIP1 HDAC9 NSMF SCHIP1 COL6A1 KIF11 NFKBIB VSTM2L HSPA9 DYNC2LI1 AJUBA DNAJB9 RNF19B DES MAP1B IGFBP6 HAUS4 FARP2 GALNT16 BCHE ACOT4 ACOT1 ACOT2 IL17RD KLHL3 FAR1 SSTR1 HHEX NDC1 CHPF AKR1C1 AMOT RTKN2 CENPK ACE FGF7 IFIT5 CMBL THEMIS2 FBXO44 GAP43 ATP10A TMEM130 SMC1A PHLPP2 LPAR1 CBR1 TOM1 EZH2 SOAT2 TRPV4 GCLC ANXA6 CHCHD5 SERPINB9 HSPB3 BIRC3 SMG1 CMPK2 OSBPL3 MYO15B IL12A ARHGAP39 RSAD2 PNPLA7 NCEH1 TONSL TMOD2 FBXO41 VAV3 SLC2A3 ATP2A1 CSTB RHEBL1 CDH3 AASS AP1G2 COPB2 TNFSF12 PTPRM DHRS1 FNBP1L ZNF365 GABRB1 TRIM59 RNF26 STMN2 SMC4 TOPBP1 MTERF4 PPIC ATP6V1B2 C1QTNF5 SNX18 PRDM1 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 NAF1 FSTL3 CDH1 CENPU MLPH RGS2 MMD RIMS3 GNAZ LSAMP CSAD PLA2G4C AKR1C2 RAB20 LZTS1 PLS3 ZFP36L1 FAXDC2 RIPK4 SGK1 TMEM100 MYH15 RNF144A CD151 FBXO6 AKR1C3 FANCI OBSL1 PLS1 CALCOCO1 HIVEP1 RBP1 FURIN NMNAT3 PPM1N INHA RASGRP1 PHLDB2 EDN1 HEY1 RTN2 AK4 CNGB1 RAB39B NDST1 CD68 THY1 MSRB2 GCLM HMOX1 TLR4 ECT2 FBXO32 BORA ACTB APOBEC3B CYP26A1 KIFC2 GJB2 FMNL1 LRRC6 CCDC69 MZT1 CDKN2C TIAM2 MAP3K14 SHCBP1 TMEM143 EPB41L4A SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 PDIA4 RAPH1 P4HA2 SAT2 FBXO27 CIP2A MDK CNBD2 PANK1 MCM5 APLP1 CHKB RCBTB1 AKAP6 FSCN1 B3GALT2 EBPL CPT1B BBOF1 MFNG HIP1R PTGR2 IMMP2L TPX2 GBP1 PRL GMPPA ALDH6A1 ZMIZ1 TOMM40L GBP2 PC BUB1 HOXC11 CCDC96 BBS1 PARP10 NCOA3 CD177 CLN3 MARCH1 GSAP MRPL53 MOGS TRIM25 TPD52 CERCAM CCDC146 CARD10 FGL2 SULF2 CBR3 PLCB4 TOMM34 DOP1B GALM ANXA8 VASP MMP8 GBP4 ZC3H12A GBP5 MBOAT7 GRB10 PTGR1 DHX58 ANAPC16 ARHGAP29 KDELR1 GNG2 ARHGEF37 RABGAP1 FBXL2 CALM3 LPCAT2 ANKRD13A BRINP1 WASHC2A XXYLT1 TMSB10 MYLK2 GAPDH APOBEC3F NLN ZNF425 CEP120 APOBEC3G SEC23A AMOTL2 MACC1 SSBP2 PCLAF GAL3ST3 CFL1 SYNPO DDIT4 KLC4 POLA2 LMCD1 SGTB MAP2K2 MASTL CCNO APOD GYPC ESPL1 SLC9B2 SCPEP1 ACSL1 CRYL1 MAGI1 HDAC5 BDH2 PELI1 LRRC8C LRRC8B APOL6 CAMK2B KRTAP1-5 CADPS2 AZIN2 PPARGC1B TMEM192 PPP2R2B TUBA1C MAMDC2 DUSP5 NEO1 TUBA1A HSPA6 FCGR2A RHOBTB3 CDC42EP1 HIVEP3 TUBA1B MAOA DNALI1 GLRX LMTK3 DENND3 DNAJC6 PRRG4 XYLB SIX1 CBX7 GDNF PPM1L ETHE1 PASK EGR2 C7orf31 MYOF JPT1 ASPM ROGDI TOP1 PAPSS2 ACSL5 SLA COQ3 KIF4A BRCA1 ID2 CKAP2L CYB5RL ZWINT MKNK2 LAMP5 UBQLNL AKAP1 STARD13 SPRY2 FCRLA GPSM2 LEPROT PDE4DIP SLC35A1 LSS TRIM22 AC138894.1 PITPNM2 STX16-NPEPL1 NPEPL1 FCRLB SIX4 HTR2A HNRNPA1 GPT TRIM6 LDHA CHST1 KIF20B PLK1 RPL3 NFE2 CEP55 ING2 NEK7 TCF7L1 MUC15 CENPA TRIM29 ALG1L LIG1 TROAP ESYT1 NOS1AP NUDT18 CDK2AP1 PPTC7 UHMK1 MPHOSPH9 UAP1 RBP4 SORCS2 MAOB KLF9 CNN3 MFAP3L FAM83B RAB9B TMSB15B ATP6V1G3 SERPINI1 CALU MYH7B MSI2 PTGIR PTPRC ALG14 HERC4 CCDC113 CRELD2 TUBA4A PDE4B ANAPC1 SRCAP CRIP2 NFAT5 SLC15A3 GLB1L LRRFIP1 TMEM132A CENPE SRPX MMP12 ACVR2B EML6 LRR1 BCL2L11 ASB16 CDKN2D PCSK1 CD38 CHRDL1 CHST2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 AMD1 CDC7 THBS1 AC018523.2 HSD17B7 NGEF SGIP1 PAK4 MAGEH1 AGTRAP WDFY2 RGS4 CENPJ SNORC KY POLD1 TRIM13 CRBN UNC13D CHAF1B DACT3 NDRG2 EPHB1 NUF2 ODF2 KIF14 AURKA GOLIM4 RAD18 TGFBR3 GTPBP2 RGS5 ARRDC4 SMC2 ITGA5 PLOD2 ZNF385A LGALSL ACOT11 TUBB1 SLC17A7 WDR78 SPTLC2 MYL2 NQO1 APLN XPNPEP2 CLCN5 MTSS1 OPLAH GALNT15 AFAP1 PBX1 TXNDC16 SYNE2 DCDC2 KLF5 HMGN2 PEX6 INAVA HSBP1L1 ST3GAL6 DHX33 WBP2 LASP1 KIF21B COL1A1 CEP97 NFKBIE GPC1 TYMP RPAIN HP DPYD MYADM TRIM47 CCDC134 DNAH2 ATP5IF1 TEDC1 DHRS2 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ IL1B RTN4 LATS1 C2CD2 KLF12 SESN2 WASL GHDC ALDH8A1 KIF18B SYNGR1 JAKMIP2 CRIP1 C1QL1 NFE2L3 PIM3 MAPK13 NIPSNAP3A TXNL4B REEP4 FHDC1 GMFG RNF32 HNRNPA2B1 CCSAP P4HA3 NCLN KRT10 PIP5KL1 INHBB PLCD3 NIPSNAP3B RFTN1 TSNARE1 APOL3 TNFAIP8L1 IL11 PTGIS SYNM GALNT2 RFLNA SH3BGRL RECQL4 GCA LEP PLXDC1 NDRG4 MYPN NUDT15 LRRC59 AGT PLAUR S100A4 AGBL2 KIAA1324 ATP8B4 CDKL2 ALDH5A1 ASB13 C1orf198 S100A3 BLNK S100A16 ZBTB21 NDC80 MICAL1 AURKB MAP7 PPCS NPM2 GPLD1 S100A13 SERTAD2 SLC1A4 UBE2S PARS2 GPT2 EBI3 CRY2 REEP3 PLEKHN1 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 CITED4 CD4 RAPGEF4 TBC1D4 RPS6KA1 B4GALT5 PROCR SLC44A2 FLNC TK1 MMP24 GPR37 CENPM DOCK4 SYT12 RAB3D SLPI ISOC2 FIGN ZNF804A PBLD RRAGB HNRNPAB STAT5A DHCR24 DOCK5 CHSY1 DISC1 SSC5D RHOD RIMKLB GRB14 KLF8 TENM4 SARS LRATD1 GNRH1 TSPOAP1 CAMK4 CREG1 MAP3K5 DCTN3 BIRC5 PFAS HIST2H2BE C1orf109 SLC1A5 CCNB2 MYO1E BMF RASSF9 HCK MTMR11 P3H3 BHLHE40 MGAT4C ANKRD53 ORMDL3 GNB4 PPP2R1B GSDMB SOCS3 SCARB1 ADPRH CELSR2 BICD1 MOSMO CNR1 RNF41 KCNE3 PRKG2 BCAT1 CDCA2 GPAT3 ACTR2 ISG15 KPNB1 GLI2 PDE11A RIPK3 CAMK1D TMEM88 CSRP1 ANLN EMP2 CDCA8 CDS1 PLA1A CPE PLSCR1 SCN3A NOTCH3 PSRC1 NRBP2 BRI3BP AACS SULT1A4 ACSF2 GADD45A BLVRB ZFHX3 ENGASE KCTD20 NAA38 PDXP SH3BP1 NEDD4 WLS PCSK9 GSTM4 HMGB2 Z83844.3 GSTM2 SRGAP3 NAV1 CABYR CTSH RAB31 DOLPP1 FLNB RARRES2 AK9 SMAD6 ZIC1 OSBPL7 CHST6 TNK2 CCDC3 PALM TBCE LRMP RNF128 PATL2 KITLG CCDC39 LPIN3 SATL1 WNT7B PIGP EMILIN3 TASOR2 MOV10L1 EPPK1 PRKCH DUSP6 MSLN LMO7 LMOD1 ANKRD37 SORT1 ITGB1 IRF1 ANP32E PREX1 GLE1 CC2D2A PLCE1 NRG1 SCRG1 INPP5B IL33 CYP24A1 FSD1 SHANK1 BUB1B RIMBP3 UCHL3 TPM3 PTH1R DTYMK CYP2R1 STEAP2 ARPC1B FGFR2 DMPK SYPL2 CLEC11A GRIA1 TFRC ENPEP ZNF354A FCGRT STEAP1 MYL3 ADRA2A LYST NAAA MCC CKAP5 ANO7 TMEM214 SHISA2 AC118553.2 ABCG2 AUTS2 TBC1D16 C4orf47 SULT1C2 PDLIM3 GRIK2 CPA3 BNIP3 ATP5MF-PTCD1 PRKG1 PANX2 ARRB1 SPAAR TMEM131L GNB3 DKK1 GPR137B KLHDC1 RCBTB2 BCDIN3D DNA2 LY6K SASS6 LBH AGRN CDCA3 NOTCH1 MYCBPAP UGCG OAS1 STAT2 FGD4 OAS2 ARFGEF2 EXOSC6 OAS3 MID1IP1 OSBPL6 NEK6 APOLD1 HIF1A RCN3 QPRT EPHA4 AARS ARMC4 GGH ARHGAP22 PPM1K D2HGDH RDH5 EEF1A2 AC009779.3 SYT2 LYNX1 SPIN2B ITSN1 PPP1R12B GPRC5A CDCA7 CRACR2A INCA1 GAA MNS1 PIP4P2 GLCE THBS2 GBGT1 LGR5 SCLY SPIN2A LGALS1 RRAGD STARD9 RNF207 CSF1 BLOC1S1 HSD17B14 HEBP1 PROM2 NXF3 TTPA MYOM1 AKAP5 HSPA2 ZBTB25 INSIG2 COL8A1 RFWD3 FOXO3 GMNN USP13 CHST7 CHTF18 ASIC3 TLR2 PIF1 MLKL RAB11FIP1 SPTBN4 VPS37C NAGA OST4 USP36 PHTF2 PRDX1 RIPOR2 CSE1L A2M KBTBD8 LUM LSMEM1 MAPRE2 IFRD1 DCN TRIOBP ZNRF1 KIF22 HSD3B7 RYR2 SLC17A5 ATF4 PLEKHA4 GCC2 CD109 TIMP2 B3GNT10 PLEKHO2 P3H1 FSTL1 NRROS RNF175 ACTN1 ECM1 WASF3 ZDHHC15 PPP1R15A FMN2 CCIN RNF157 HERC6 ITM2C PDZRN3 MYL12A SVBP COPZ2 CTH RGS7 PTPRJ COTL1 ITGAV PTGES RGS20 SPIN4 POLQ VSNL1 PPM1J ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 NABP1 SLC7A14 ATP8B2 RACGAP1 CCP110 POMK PIGZ CREB3L1 MYH10 MELTF KMO CAVIN1 CHML SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD FILIP1L SLC26A11 NUCB1 LDHD XPOT PRRT2 STAC FRYL ERP27 SOCS2 CEP170 PEX5L NASP NUPR1 GTSE1 SLC6A17 FMO1 CPT1C HERC5 PNO1 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 INSC PEX11A CYP7B1 COLEC12 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 TRHDE ANKRD6 ULBP2 ULBP1 CDR2 CTSS PPFIA4 CTSK DGKG CRLF1 RAI14 GOLGA3 LDLRAD4 FMO4 RGMB BMP1 DDIAS GIMAP2 VKORC1 LIMS1 FAM241A TMEM59L ARHGDIB PKP2 ERN1 CALCRL SEC22B AC135050.2 PRCP TPCN1 AP1AR ADORA1 CACNA2D1 ABLIM2 TFPI ARHGEF19 KRTAP2-2 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS WWOX IQCD CHI3L1 FANK1 ALG10 CEP83 PRRC2C RERG EOGT MAF TEX2 DDIT3 ACADL DPYSL4 BTG2 FMOD PRELP TLE1 ATP2B4 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 ABCA3 PIWIL4 LHFPL2 G6PD KCNAB3 NFASC TRAPPC1 SDSL SNAI1 KIAA0513 MILR1 CFAP69 SLC37A2 SEZ6L2 TNFAIP3 PPP1R14C AK3 CDH11 KIF6 KIF26B PTGDS CDADC1 LONP1 CXCL1 SFPQ STON1 PF4 SMYD3 SLC2A1 GLIPR1 MAGI3 RAB3B GTF2A1L CHD1 PHLDA1 PCLO KRT34 UBAP1L P4HB FBXO48 AHCTF1 NCS1 PACSIN3 GPRC5B FGD6 CLIC3 ARHGAP24 KIF23 LMF1 MLLT11 ETNK2 RNF122 SMURF2 ARSB FKBP7 NR4A2 NLRP3 ZNF396 GPR85 PGAM5 RAB15 MTHFD2L ARFGEF3 TRAF1 CHURC1-FNTB C16orf46 FAM72B HSPA5 SMS SULT1A1 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 ASIC1 MOCS1 NUAK2 CASP4 DMGDH AC092718.3 NAGLU DBNDD2 FTL BHMT2 CENPN ASS1 TMEM150C PTPN22 MCEE CDK18 GRAP2 GDPD5 CDK2AP2 HSCB DARS2 HS3ST3A1 DNAJB5 NUCKS1 SERHL2 GALNT1 CENPL RAB29 VCAN SMCR8 PDE7A GYS1 CCNF KRT32 PCYT2 RNF182 PIK3AP1 HSD17B6 DLG1 SPATA18 CLEC2D TTLL6 FAM47E RAB7B SLC25A1 GNPNAT1 FUZ HRK ARL6IP5 NPTX1 ST3GAL1 ARL17A FAM72A DNAH7 EHBP1L1 NTN1 ENDOD1 APOC3 CHI3L2 JMY SESN3 SORBS2 FRMPD3 DENND2D SGO2 BNIP3L CSTA RASSF5 ACOT7 KSR2 PRPS1 DYRK3 ARHGEF9 C10orf90 DCLRE1B MBOAT2 MDN1 TENT4B APOA1 JARID2 PRDX4 MCCC1 PKNOX2 AC005832.4 DYRK4 RBM38 AMDHD1 NBPF1 KRT15 TBC1D30 ASAP2 FAM162A PFKFB2 MELK KIF21A HOMER1 FAM72D DTX3 SUMF1 BAMBI CACYBP CCDC28B B4GALNT1 KRT19 KRT9 CALCOCO2 ARMC9 ARHGEF25 GABARAP CDK17 OSBPL5 KRT14 ADRA1B IL12B SLC10A7 TSC22D3 SECTM1 CCDC88A NREP PVR SERPINH1 CLTCL1 KRT16 EFHB CPED1 STRIP2 LIMA1 ADIPOQ DPM3 SLC7A5 PITPNM3 PIFO BTBD3 GADD45B FANCA GAN MYLIP PAPPA2 LMO3 IL6 CHEK1 STEAP1B CIT CYB5R3 WDR34 NCAPG FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 UGT1A4 CENPI MUC1 ABCA2 UGT1A6 GSN HEXD SQSTM1 UGT1A8 AATK RGS9 GALNT5 UGT1A10 OVGP1 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ORC1 ARHGAP19 ATP7B ERMN ABCD2 TAF4B GCN1 MID2 GMPR GNG7 NRAS LRP1 SAT1 VCP RASAL2 TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 STARD4 STK17B HSPB2 CRYAB TYRP1 MARCH9 CGB8 RALGPS2 A4GALT IDH2 RPL39L NKD1 ZDHHC14 COX7C AXIN2 KRT17 GULP1 LRRK2 SETDB2 RBM24 TMPO B3GNT7 CMTM3 PLEKHG5 CMIP SAPCD2 AGPAT4 HSD11B1 G0S2 MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 THBS3 PRKCA CMC1 AZI2 IRF6 POU2F2 TNFRSF25 RBMS3 SIPA1L1 ST6GALNAC3 FANCG RTP4 ABL2 PDGFRA KLHL24 BCL6 CASP1 TICAM2 TMED7-TICAM2 ST6GALNAC5 GALNT3 LNX1 NOD2 IRAK3 PPP1R3C GPX7 SELENBP1 CDO1 KIF15 IL4I1 KCNH1 ACP5 CYP27B1 AVIL COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 METTL7A MVD CSRP2 TLCD3B HSD17B2 SIRT4 TLR3 TRAF5 TUBB3 EPGN PACSIN2 PARP9 NTF3 DGAT2 DTX3L PYCR1 PIM1 CTTNBP2NL JAK2 PPFIA3 UGP2 NEK2 ECHDC2 SNCA PRLR AK5 GRAMD1C DPP7 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 CYTIP CDH13 AC093512.2 SSPN DTL APAF1 ACSM5 ITPR2 ALDOA TPRG1 CAP2 ALOX15B SCP2 PIEZO1 HJURP PIAS3 GOLGA8A ABLIM1 BEX4 NOTUM SCN1A OLR1 NGF CDKN3 ANKS1B QTRT2 JUP ZDHHC23 CDT1 KMT2A PARP14 PYCR3 SYT1 GIP QSOX1 LRIG3 TXLNB SORBS3 TUFT1 HSPBAP1 TEDC2 CDH2 CABP1 POLR3GL IDO1 COL3A1 EPHA5 TP63 BZW1 SLC11A2 PLCD1 MLEC MLYCD AREG PROX1 ACADS DOK5 MCM2 NECAB2 PPP1R12A P3H4 ADAMTSL1 CNIH2 NR3C2 PODN PTK2B SAXO1 CENPF PIK3R3 B4GALT2 GUCY1B1 TRIQK KCNK2 BTC APOC1 APOE AC005670.2 LRRC45 TACC2 PARM1 GABARAPL1 SGCD PTGFRN FAM3C WDR90 CEMP1 SLC6A9 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FKBP10 MR1 AKAP12 CD9 FUS PLD6 FLCN GKAP1 TTLL1 TTF2 KIF27 COL5A2 CYP4F11 SPATA17 PDIA5 TRPM8 INKA1 IL18 UBA7 TDRKH TGFB2 KPNA2 P3H2 TENT5C CYP4V2 BCO2 LYPLAL1 PYCARD TXNIP OASL PDK1 HAUS8 EPRS PAFAH1B3 BEX2 RMND1 CLDN1 P2RX7 MGLL PDGFC IL26 LETMD1 STOM GLUL NEXN S100A10 FLG HRNR SMAD9 CD274 SFRP1 SLC2A6 MARC2 NOTCH2NLA CALML6 HACD2 P2RX4 DCLK2 MARC1 HAUS6 DUSP10 ARL4C MYLK RNASEL RELB RGS16 STK38L DBNDD1 P2RY1 GINS4 PER1 RAP2B NPL RAB40B PTPRE SLC40A1 GAS2L3 ZNF703 ACSS3 ADHFE1 TEX22 FAM20A TRAPPC9 WIPI1 RRS1 ARSG EXOSC8 CLSPN SPRR2D CERS1 TRAIP ALDH3A1 FN3K ARHGEF2 AAK1 PDE3A SSR2 RALGPS1 GATA2 WNK4 DNAJB4 ANKRD11 LAMC2 GUCY1A2 SMAGP SERAC1 NMNAT2 PTGFR LMNA SAMD4A GAS2L1 EPHA3 TRIM16 IFI44L ERBB4 ARNTL2 PLIN2 FMO5 PHGDH IMPDH1 NCF2 IFI44 TGFB1I1 DNAH14 EPHB3 AP2M1 SRGAP1 B3GNT9 VAV2 LBR TRAPPC6A HAS1 CORO1A ENAH C12orf66 CDC45 SLC28A3 PADI1 FPR1 TULP4 NTNG2 CAMK2N2 ARPC5 EPHX1 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 GCH1 MOCOS SYNE1 ULK2 ADGRL4 CAT AC074143.1 ANXA2 COPRS PARP1 NIBAN1 NDUFA4L2 HYLS1 SHMT2 PUS3 FBXL8 ITPKB PPFIBP1 PSEN2 MME HSDL1 WDR66 KALRN FHOD3 COL5A1 ESR1 ACTG1 WDHD1 ABCA5 FSCN2 FBXO10 HMCN1 NTRK2 SEPTIN5 AC000093.1 LGALS3 BST1 SCN8A EHF ATP2C2 DDX31 KIF2C PTGS2 PLA2G4A HES1 MEF2C KCNJ8 RTL10 SPX KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 MUC13 ABCC9 DLGAP5 OBSCN ST8SIA1 CYP2D7
## 218 ADAMTS13 GSTT2B SCG5 THSD1 HLA-F PARD6B WNT3 GREM1 ADAM19 CYFIP2 LRRC32 KDR KIT ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 POSTN IGF1 PMCH APOM BGLAP HIST3H2A SFRP4 HIST1H3H HIST1H2BN CGREF1 GABBR1 HLA-B FAM20C DDAH2 HLA-E FLRT1 RPS9 B4GALT1 CALR IL15RA SEMA3A NRG2 LAMA2 RIDA CTSF CCL2 SCIN CCL7 TSKU POP1 CCL8 PGF PENK PDGFA SERPING1 CCL13 PCNA AGER CCL26 CLEC3B FUCA1 PYGB C1QTNF2 SMPDL3A IGFBPL1 IL17D CCN6 TIMP4 TNFSF9 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 MMP28 CD70 EZR FIBIN BBOX1 DSP RNLS TMSB4X CDCP1 TNFSF14 OLFML1 EFNA5 COL11A2 BMP6 TXNDC5 HSPA12A MUC20 CYSTM1 SLC46A3 TUBB CTSB NOTCH4 CNN2 PCOLCE TAX1BP3 CTNS ALDH3B1 LOXL3 PLEKHA7 C3 FGF10 PSMB8 HSPA1A PFKL PSMB9 CDSN PKD1 COL13A1 SERINC5 VWCE SLIT2 HSPG2 RELN ACTC1 CARMIL1 CD44 LAMB2 PLGLB1 YWHAQ RNH1 NME5 PGD HBEGF C14orf93 FLRT3 PLAU GANAB FGF18 NDRG3 ENOX1 CPA4 NINL CSF2RA MYH11 DBI IL7R ANGPTL4 CNTNAP3 MMP11 UTS2 GNPTG NEU1 EGFR SEC13 CCL5 PLGLB2 VCL SCN1B EHD4 KAZALD1 MIF LAMA4 ZG16B TGFB3 SDCBP FAM180A ARSE LRRC4C CEMIP2 LY75 HLA-DRB1 PIP LY6G5B RUSC2 FNDC1 CAPN5 MANF PGAM1 FLRT2 PRSS23 PKM CNTF FERMT3 PRKAG2 ADA2 STX1A NUCB2 SCG2 ARSJ NMU RAB9A IL32 MSTN H2AFV CCDC126 GSTK1 LTBP4 VTN SNRNP25 SOGA3 AKR1B1 NRP2 HLA-A ACTA2 IGF2 DDR1 TREH TUBB6 SCUBE3 SMPD1 EPHB2 SOD2 DSN1 RHOA PCSK2 CPXM2 ADAMTSL3 KIF20A ACAT2 PLA2R1 ENPP1 TECTA PTN KDSR GK LOXL4 DNAH1 DHRS13 AKR1B10 GSTCD C4A SERPINE2 HSPE1 SOGA1 SLIT3 BGN LMAN1 TUBB2A HSPD1 BDNF F12 PDZD2 MXRA5 H2AFX IARS PLOD1 PNP VEGFB LYPD6 TNXB COL17A1 EVA1C EGFL8 PEPD CCN2 OLFM2 IFI30 NEBL CCBE1 COL25A1 SBSN GNAI2 ELFN1 MMP16 DNAH5 SERPINB5 BMP2 HSPH1 RHOQ DSTN ALDOC CBLN3 NUDT1 NARS YWHAH LIF CCDC180 ALAD RAB3A ITGA4 ECE1 METRN ELANE PRSS3 VAMP8 VAMP5 PKDCC SERPINF1 CFD RNASE4 ANG C4B NPC1 DEAF1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 SERPINB7 ATP6V1C2 SUSD2 ITGA1 HSPA13 AIFM2 F2RL2 C5orf38 CTSC IFNE ARSI PLAT SERPINE1 SIAE LYPD1 SEMA3B F2R TNFRSF8 COL5A3 PLXNB1 RTN4RL1 LIPC DOCK10 ABCC1 PFKP ABHD14B CLIC6 PRSS12 MOXD1 TFPI2 FAM50B GOT1 MEST WNT5B ADH5 AC126283.2 CFI SLC4A4 UCN ADM MAGED2 ADH6 MARCKS INHBA GNL3 HEXA ACTR3B SLC3A2 CSPG4 SERPINB2 FBLN2 ADA B2M MXRA8 KIRREL3 ASAH1 ADAMTS10 GASK1A BLMH TNFRSF1B PAPLN PAICS SEC14L2 STX3 ARL3 SIPA1L3 ADAMTS16 ADAMTS14 RENBP AMPD3 COL1A2 VASH1 HSPB1 GDF6 CDK1 PSAT1 STC2 PLA2G6 SPR PRXL2B LOX FKBP5 CCN5 LFNG PLOD3 ADAM10 CNKSR2 VEGFA MGAT5 CAPZB CDNF LY96 ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT GSDMD PSPN COL12A1 GSTO2 COL4A4 CPPED1 ANGPTL6 CFAP58 VNN1 BST2 NPR3 EXT2 ANXA1 VLDLR CRIM1 ADAMTS3 S1PR3 SHROOM2 PPIB NMB CTSD NRG4 TALDO1 FKBP4 TNFAIP6 NAPRT VIT SDC2 DAG1 GDF15 LAMA3 PLAC8 VNN3 UGDH APOB COL4A3 MGAM DNAAF4 PLA2G2A COL10A1 FOLR3 FBLN7 SPARCL1 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 HSPB6 FRZB LOXL2 SEMA4G MYO1D RIMS2 CYB5D2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 MFAP4 IDUA RSPO3 SLC38A1 STK36 NEDD4L TPI1 ENO2 CYBRD1 GSR SPINT2 SLC2A5 COL28A1 PCDHGB5 IBSP SULF1 CNPY4 SLC26A4 CEMIP ANGPT1 CD82 MYO15A LOXL1 C3orf33 APOL4 RSPO2 CES1 WNT5A ADAMTSL5 SPP1 PKD2 ADAMTS1 ADAMTS5 HPSE UGGT1 APOL2 ZNF177 MTHFD2 SRGN CXCL12 MATN3 GHR CLU TNFRSF11B MMP14 SERPINE3 STC1 SPTBN2 LDLR C18orf54 C7 IGFBP1 OSTF1 ERFE CD74 HIST1H3B TEK PPL GNPDA1 GPC4 RAB27B PAMR1 TAOK1 IL1R2 IGFBP7 SYT7 PTER TRMT10A GPD1L DNAJC9 MAL2 NAV2 CMTM8 FJX1 DKK2 PROS1 PCSK5 COL27A1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN APOL1 HFE CLIC5 GPC3 IGFL3 CCN3 GAS6 NRN1 GAL3ST4 CST3 FGF1 DYNC1H1 ADAMDEC1 ENPP5 HSPA8 FBN1 ADAM28 SOD3 WARS TPP1 TKT IL16 A1BG PDIA3 COL18A1 IL17RE MAPT EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL MEGF6 FAT4 SSH2 NDNF SPON2 COL15A1 STMN1 KRT86 KRT7 ENDOU SEMA4B KRT81 FAP WNT2 ADAMTS15 COPS8 FAM3B COL4A6 NANS NME1 ENPP2 COL8A2 COCH LAMB1 HPGD LGALS9 TMEM256 ITGB2 ALDH7A1 COMMD3 MYH9 IL1R1 CD163L1 ALPL AXL APPL2 XYLT1 ACAN AGO2 IGFBP4 GRID1 LSP1 NAMPT ICAM4 SCARA3 C2orf16 VCAM1 CKB ICAM1 IGFBP2 IL1RL1 CKAP4 CTSO MMP19 CD1D ZDHHC1 STAG3 IGFBP5 FLNA PTHLH KRT33B GDF11 TMED9 LRP8 PTX3 ZNF446 SAA2 SAA2-SAA4 HHIPL1 ZBTB38 HAPLN3 IGFBP3 NTM MAN1C1 SCNN1A C11orf45 GPX4 ASPN OMD OGN KRT5 ECM2 ARMC8 PRCD FTH1 TMEM98 LRRC17 SLC12A1 VIM CDA AEBP1 SAA1 CCL20 SDC1 MFGE8 MATN2 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 IL34 ADGRG1 SEMA5A TSLP COL4A5 TCN2 TGFB1 CRP COL14A1 PILRA ADAM11 H2AFZ KRT18 TNFSF15 KRT8 FN1 TNC PPP1R13L FGR TNIK ECH1 PSG1 CRISPLD1 THSD7A VEGFC TGFBI GMDS PATJ UCN2 ISLR ATP1A2 SERPINA3 TIMP3 DDAH1 NPC2 PRNP CCN1 CCL28 ZNHIT6 AQP1 PSG4 IRF2BPL COL6A3 CREB5 PSG5 YARS AHNAK HIST1H2BK GLDN PTGS1 COL9A2 DNASE1L1 CD14 FGF11 FABP3 CALM1 F8 COL11A1 THSD4 ADAMTS7 NRCAM ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 TMEM155 ANGPTL7 COL24A1 PCYOX1L AMY2B TUBB4B CXCL16 LPL HHIP GGACT TXN RARRES1 CAPN1 MET CD248 SRPX2 SLAMF1 BAIAP2L1 IL17B ABI3BP TARS DMBT1 TLE2 MYH3 SERINC2 CX3CL1 LAMA1 FIGNL1 C6 COL7A1 TOR4A ANGPTL5 CLCA2 ALDH1A3 VMO1 SPOCK1 HIST1H2BD GDF7 ADAMTS6 ADAMTS12 MCAM FST SH3BGRL3 PRADC1 TINAGL1 HIST1H3E SBSPON COL4A2 CD37 SVEP1 FSTL5 THBD PAPPA HIST1H4H COL4A1 ADAMTS9 FAT1 TGM1 OXSR1 LRP2 TMEFF1 RAC2 COL16A1 F11R IL7 BMPER COL6A1 ENG VSTM2L HSPA9 C1QTNF7 DNAJB9 DES ATAD2 IGFBP6 BCHE AKR1C1 HTRA3 ACE FGF7 CMBL PSG9 CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 IL12A SLC2A3 CSTB TAFA5 TNFSF12 SNED1 PPIC ATP6V1B2 C1QTNF5 SNX18 TF FSTL3 CDH1 MLPH ELFN2 TMC4 LSAMP ESM1 CD151 AKR1C3 MMP7 PLS1 FURIN INHA EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 LRRC6 FGF14 ITGBL1 CSF2 TIAM2 ABCB1 ADM2 COL6A2 ITGB3 PDIA4 SAT2 MDK APLP1 DERPC ADAMTS4 FSCN1 MFNG LRRN3 TPX2 GBP1 LAMA5 PRL C1S GMPPA GBP2 NCOA3 CD177 NOG GREB1 MOGS FGL2 SULF2 CBR3 DOP1B GALM ANXA8 VASP MMP8 GBP4 APELA PTGR1 GNG2 SEMA7A MFAP5 MMP3 MMP1 LCAT GAPDH NLN CFL1 F3 NECTIN1 MAP2K2 EFEMP2 APOD LUZP2 SCPEP1 CRYL1 BDH2 APOL6 LBP MAMDC2 TUBA1A HSPA6 CFH ERBB3 RHOBTB3 GLRX LAG3 PRRG4 GDNF PPM1L ADAMTS2 NID2 MYOF PCOLCE2 ITGB4 KIF4A SEMA6B LEPR TG ACP7 FBN2 ITGB8 PINLYP HNRNPA1 GPT PRTG LDHA ZSWIM5 RPL3 CEP55 MUC15 OLFML2B RTN4RL2 ENTPD1 CPZ SLITRK1 IZUMO4 PLPP1 RBP4 MMP15 SERPINI1 CALU PTPRC CRELD2 PRSS54 TUBA4A GLB1L TMEM132A SRPX MMP12 PCSK1 CD38 CHRDL1 MYL6 SPARC CDC7 THBS1 SNORC UNC13D NDRG2 EPHB1 CORIN TGFBR3 GTPBP2 ARRDC4 SMC2 PLOD2 MDGA1 ACOT11 TUBB1 APLN XPNPEP2 TXNDC16 LRIG1 SYNE2 HMGN2 ST3GAL6 COL1A1 GPC1 HP CCDC134 FGF5 IL1B WASL GHDC NXPE3 ALDH8A1 C1QL1 GMFG HNRNPA2B1 KRT10 INHBB RFTN1 APOL3 NOTCH2NLC IL11 PTGIS GALNT2 SH3BGRL GCA C1RL LEP PLXDC1 AGT PLAUR S100A4 KIAA1324 S100A16 MICAL1 RAET1E GPLD1 S100A13 SLC1A4 EBI3 COLQ CRY2 ALDH2 STEAP4 PROCR SLC44A2 MMP24 FLT3LG RAB3D SLPI PBLD FGF2 CHSY1 SSC5D SARS GNRH1 CAMK4 RSPO1 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 PLAC9 CA11 GNB4 PPP2R1B SCARB1 RAMP1 ADPRH FBLN1 C5orf46 ALCAM ACTR2 ISG15 KPNB1 CSRP1 CDCA8 PLA1A CPE PLSCR1 NOTCH3 BLVRB NEDD4 COBLL1 WLS PCSK9 GSTM4 HMGB2 DPT GSTM2 CABYR CTSH FLNB RARRES2 SMOC1 CCDC3 ATP1B1 KITLG CCDC39 WNT7B EMILIN3 PRKCH MSLN ITGB1 GLE1 ATP2B1 NRG1 SCRG1 IL33 EPOR C1orf54 TPM3 CTF1 LTBP3 ARPC1B ELN FGFR2 CLEC11A TFRC ENPEP FCGRT NAAA NID1 CPA3 GNB3 DKK1 LY6K CCDC80 AGRN NOTCH1 SEMA3C OAS1 SPATA20 OAS3 THEM6 APOLD1 QPRT AARS EGFL7 SCRN2 GGH GPRC5A CRACR2A GAA TSPAN8 ADCK1 THBS2 LGALS1 CSF1 BLOC1S1 HEBP1 PROM2 HSPA2 COL8A1 SPTBN4 VPS37C NAGA RECK PRDX1 CSE1L A2M MEGF9 LUM DCN SPOCK3 CD109 TIMP2 PLEKHO2 RRAS ROBO4 P3H1 FSTL1 NRROS ACTN1 ECM1 WASF3 HIST4H4 H2AFJ GREM2 ITM2C MYL12A SVBP GPX3 CTH PTPRJ OLFML2A COTL1 ITGAV ADAMTSL4 CCN4 MGP SFRP2 RACGAP1 MYH10 MELTF IL6R KMO CNTN3 SLC1A1 PDGFD SLC26A11 NUCB1 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP COLEC12 NOTCH2 TRHDE ULBP2 ULBP1 CTSS ADM5 GFOD1 CTSK CRLF1 BMP1 AMH GDF5 ARHGDIB PRSS53 PRCP CACNA2D1 NEGR1 TFPI FASN MARS CDH8 CHI3L1 PTPRO BTG2 INHBE FMOD PRELP PROK1 C1QTNF1 HDLBP ARHGAP9 PECAM1 ABCA3 G6PD TRAPPC1 ULBP3 HSD11B1L SLC37A2 TNFAIP3 CXCL8 CDH11 PTGDS CXCL6 PF4V1 CXCL1 PF4 CPNE8 SLC2A1 GLIPR1 RAB3B CXCL5 CXCL3 PCLO KRT34 P4HB ADAM12 AHCTF1 PACSIN3 GPRC5B CLIC3 KIF23 TNFSF4 SEMA6C CXCL2 ARSB NLRP3 RAB15 HSPA5 SMS ANPEP HEBP2 CASP4 NAGLU DAAM2 FTL BHMT2 ASS1 SEMA3E GALNT1 RAB29 VCAN C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 NTN1 NPB ENDOD1 APOC3 CHI3L2 CSTA ACOT7 JAG1 ROBO2 APOA1 NTN4 PRDX4 PKNOX2 HAPLN1 KRT15 C4BPB CACYBP KRT19 KRT9 C4BPA ARMC9 KRT14 IL12B SECTM1 PVR SERPINH1 CLTCL1 EFNA4 EFNA1 KRT16 OLFML3 ADIPOQ SLC7A5 PAPPA2 IL6 CHEK1 CYB5R3 BAIAP2 PODNL1 MUC1 GSN HEXD SQSTM1 EDIL3 OVGP1 NRP1 ERMN MID2 GNG7 NRAS VCP TMEM38A ST6GAL1 AOX1 C11orf52 CRYAB CGB8 IDH2 ANGPTL1 KRT17 LRRK2 LAMB3 CMTM3 MASP1 THBS3 ISM1 PRKCA IRF6 TNFRSF25 C1QTNF12 GALNT3 GPX7 SELENBP1 COMP IL4I1 PGK1 BMP4 METTL7A CILP TLR3 TUBB3 EPGN PACSIN2 NTF3 PPFIA3 BCAM UGP2 SNCA PLEKHH3 CPAMD8 PRLR DPP7 EREG GNAL CDH13 APAF1 ALDOA IGSF10 ALOX15B PDZK1 CD160 ESF1 NOTUM TMEM52B OLR1 NGF JUP C11orf54 GIP QSOX1 LRIG3 TUFT1 CDH2 CABP1 COL3A1 SLC11A2 PLCD1 AREG ADAMTSL1 PODN BTC APOC1 APOE FAM3C MR1 CD9 TTLL1 KIF27 COL5A2 IL18 TGFB2 ITGA6 C17orf58 P3H2 PYCARD KLKB1 OTOGL PDGFC IL26 STOM GLUL S100A10 MFAP2 FLG HRNR PDCD1LG2 CD274 SFRP1 NOTCH2NLA P2RX4 IL1RAP HHIPL2 RAP2B NXPH3 LIN7A REXO5 FAM20A ARSG CERS1 ALDH3A1 ANGPTL2 LAMC2 SERAC1 PTGFR EPHA3 ERBB4 PLIN2 PHGDH IMPDH1 TGFB1I1 EPHB3 AP2M1 CORO1A NTNG2 ARPC5 PSMD2 PRSS27 CAT NXPH4 ANXA2 NIBAN1 SHMT2 MME KALRN COL5A1 ACTG1 HMCN1 LGALS3 BST1 WNT9A PRG4 DMKN LRRC15 SPX MUC13 HEG1 CPM C15orf61 FCGBP
## 2215 ADAMTS13 GSTT2B HLA-F PARD6B GREM1 ADAM19 CYFIP2 LRRC32 KIT ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 POSTN IGF1 APOM BGLAP HIST3H2A SFRP4 HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E FLRT1 RPS9 B4GALT1 CALR IL15RA SEMA3A NRG2 LAMA2 RIDA CTSF CCL2 SCIN CCL7 TSKU POP1 CCL8 PGF PDGFA SERPING1 CCL13 PCNA CCL26 CLEC3B FUCA1 PYGB C1QTNF2 SMPDL3A IGFBPL1 IL17D CCN6 TIMP4 TNFSF9 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 MMP28 CD70 EZR BBOX1 DSP RNLS TNFSF14 EFNA5 COL11A2 BMP6 TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 LOXL3 PLEKHA7 C3 FGF10 PSMB8 HSPA1A PFKL PSMB9 PKD1 COL13A1 SERINC5 SLIT2 HSPG2 RELN ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD HBEGF FLRT3 PLAU GANAB FGF18 NDRG3 ENOX1 CPA4 NINL MYH11 DBI ANGPTL4 MMP11 UTS2 GNPTG NEU1 EGFR SEC13 CCL5 VCL EHD4 KAZALD1 MIF LAMA4 ZG16B TGFB3 SDCBP ARSE LRRC4C CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 MANF PGAM1 FLRT2 PRSS23 PKM CNTF FERMT3 PRKAG2 ADA2 NUCB2 SCG2 RAB9A IL32 MSTN H2AFV GSTK1 LTBP4 VTN SNRNP25 SOGA3 AKR1B1 HLA-A ACTA2 IGF2 DDR1 TREH TUBB6 SCUBE3 SMPD1 SOD2 RHOA PCSK2 CPXM2 KIF20A ACAT2 ENPP1 TECTA PTN KDSR GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 SLIT3 BGN LMAN1 TUBB2A HSPD1 BDNF F12 MXRA5 H2AFX IARS PLOD1 PNP VEGFB TNXB COL17A1 PEPD CCN2 NEBL CCBE1 COL25A1 SBSN GNAI2 ELFN1 MMP16 SERPINB5 BMP2 HSPH1 RHOQ DSTN ALDOC CBLN3 NUDT1 NARS YWHAH LIF CCDC180 ALAD RAB3A ITGA4 ECE1 METRN ELANE PRSS3 VAMP8 VAMP5 SERPINF1 CFD ANG C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 SERPINB7 ATP6V1C2 SUSD2 ITGA1 HSPA13 AIFM2 CTSC IFNE PLAT SERPINE1 SIAE SEMA3B TNFRSF8 COL5A3 RTN4RL1 LIPC DOCK10 ABCC1 PFKP ABHD14B CLIC6 MOXD1 TFPI2 FAM50B GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADM ADH6 MARCKS INHBA GNL3 HEXA ACTR3B SLC3A2 CSPG4 SERPINB2 FBLN2 ADA B2M MXRA8 ASAH1 ADAMTS10 BLMH PAICS SEC14L2 STX3 ARL3 SIPA1L3 RENBP COL1A2 VASH1 HSPB1 GDF6 CDK1 PSAT1 STC2 PLA2G6 SPR PRXL2B LOX FKBP5 CCN5 LFNG PLOD3 ADAM10 CNKSR2 VEGFA MGAT5 CAPZB CDNF LY96 ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT GSDMD PSPN COL12A1 GSTO2 COL4A4 ANGPTL6 CFAP58 BST2 NPR3 EXT2 ANXA1 VLDLR ADAMTS3 SHROOM2 PPIB CTSD NRG4 TALDO1 FKBP4 TNFAIP6 NAPRT VIT SDC2 DAG1 GDF15 LAMA3 UGDH APOB COL4A3 MGAM PLA2G2A COL10A1 SPARCL1 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 FRZB LOXL2 SEMA4G MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 MFAP4 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 COL28A1 PCDHGB5 IBSP SULF1 SLC26A4 ANGPT1 CD82 MYO15A LOXL1 C3orf33 APOL4 CES1 WNT5A ADAMTSL5 SPP1 PKD2 ADAMTS1 ADAMTS5 HPSE UGGT1 ZNF177 MTHFD2 SRGN CXCL12 MATN3 GHR CLU TNFRSF11B MMP14 SERPINE3 STC1 SPTBN2 LDLR C7 IGFBP1 ERFE CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L DNAJC9 MAL2 NAV2 CMTM8 FJX1 DKK2 PROS1 PCSK5 COL27A1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN APOL1 HFE CLIC5 GPC3 IGFL3 CCN3 GAS6 NRN1 GAL3ST4 CST3 FGF1 DYNC1H1 ADAMDEC1 HSPA8 FBN1 SOD3 WARS TPP1 TKT IL16 A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SSH2 NDNF SPON2 COL15A1 STMN1 KRT86 KRT7 ENDOU SEMA4B KRT81 FAP WNT2 ADAMTS15 COPS8 FAM3B COL4A6 NANS NME1 ENPP2 COL8A2 COCH LAMB1 HPGD LGALS9 TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 XYLT1 ACAN AGO2 IGFBP4 GRID1 LSP1 NAMPT SCARA3 C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 CTSO MMP19 CD1D ZDHHC1 STAG3 IGFBP5 FLNA PTHLH KRT33B GDF11 TMED9 PTX3 ZNF446 SAA2 SAA2-SAA4 ZBTB38 HAPLN3 IGFBP3 MAN1C1 SCNN1A GPX4 ASPN OMD OGN KRT5 ECM2 FTH1 TMEM98 LRRC17 SLC12A1 VIM AEBP1 SAA1 CCL20 SDC1 MFGE8 MATN2 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 IL34 ADGRG1 SEMA5A TSLP WNT3 COL4A5 TCN2 TGFB1 CRP COL14A1 PILRA ADAM11 H2AFZ KRT18 TNFSF15 KRT8 FN1 TNC PPP1R13L FGR TNIK ECH1 CRISPLD1 VEGFC TGFBI GMDS PATJ UCN2 ISLR ATP1A2 SERPINA3 TIMP3 DDAH1 NPC2 PRNP CCN1 CCL28 ZNHIT6 AQP1 IRF2BPL COL6A3 CREB5 YARS AHNAK HIST1H2BK GLDN PTGS1 COL9A2 CD14 FABP3 F8 COL11A1 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 COL24A1 AMY2B TUBB4B CXCL16 LPL GGACT TXN RARRES1 CAPN1 CD248 SRPX2 SLAMF1 BAIAP2L1 IL17B ABI3BP TARS DMBT1 TLE2 MYH3 SERINC2 CX3CL1 LAMA1 FIGNL1 C6 COL7A1 ALDH1A3 VMO1 SPOCK1 HIST1H2BD GDF7 MCAM FST SH3BGRL3 TINAGL1 HIST1H3E SBSPON COL4A2 CD37 THBD PAPPA HIST1H4H COL4A1 ADAMTS9 FAT1 TGM1 OXSR1 LRP2 TMEFF1 RAC2 COL16A1 F11R IL7 BMPER COL6A1 ENG HSPA9 DNAJB9 DES ATAD2 IGFBP6 BCHE AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 IL12A SLC2A3 CSTB TAFA5 TNFSF12 PPIC ATP6V1B2 C1QTNF5 SNX18 TF FSTL3 CDH1 MLPH ELFN2 TMC4 CD151 AKR1C3 MMP7 PLS1 FURIN INHA EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 CSF2 TIAM2 ABCB1 COL6A2 ITGB3 PDIA4 SAT2 MDK APLP1 DERPC ADAMTS4 FSCN1 MFNG LRRN3 TPX2 LAMA5 PRL C1S GMPPA GBP2 NCOA3 CD177 NOG GREB1 MOGS FGL2 SULF2 CBR3 DOP1B GALM ANXA8 VASP MMP8 GBP4 APELA PTGR1 GNG2 SEMA7A MFAP5 MMP3 MMP1 LCAT GAPDH CFL1 F3 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH ERBB3 RHOBTB3 GLRX GDNF PPM1L ADAMTS2 NID2 MYOF ITGB4 KIF4A SEMA6B FBN2 ITGB8 HNRNPA1 GPT PRTG LDHA ZSWIM5 RPL3 CEP55 OLFML2B RTN4RL2 ENTPD1 CPZ PLPP1 RBP4 MMP15 SERPINI1 PTPRC CRELD2 PRSS54 TUBA4A TMEM132A SRPX MMP12 PCSK1 CD38 MYL6 SPARC CDC7 THBS1 SNORC NDRG2 EPHB1 TGFBR3 ARRDC4 SMC2 PLOD2 MDGA1 ACOT11 TUBB1 APLN XPNPEP2 TXNDC16 LRIG1 SYNE2 HMGN2 ST3GAL6 COL1A1 GPC1 HP FGF5 IL1B WASL ALDH8A1 HNRNPA2B1 KRT10 INHBB RFTN1 IL11 PTGIS SH3BGRL GCA C1RL LEP AGT S100A4 KIAA1324 S100A16 MICAL1 RAET1E GPLD1 S100A13 SLC1A4 EBI3 COLQ ALDH2 STEAP4 PROCR SLC44A2 MMP24 FLT3LG RAB3D SLPI PBLD FGF2 SSC5D SARS GNRH1 CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 RAMP1 ADPRH FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 CDCA8 PLA1A CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS PCSK9 GSTM4 HMGB2 DPT GSTM2 CTSH FLNB RARRES2 SMOC1 ATP1B1 KITLG WNT7B EMILIN3 PRKCH MSLN ITGB1 GLE1 ATP2B1 NRG1 SCRG1 IL33 TPM3 CTF1 LTBP3 ARPC1B ELN FGFR2 CLEC11A TFRC ENPEP FCGRT NAAA NID1 CPA3 GNB3 DKK1 CCDC80 AGRN SEMA3C OAS3 QPRT AARS EGFL7 SCRN2 GGH GPRC5A GAA TSPAN8 THBS2 LGALS1 CSF1 BLOC1S1 HEBP1 PROM2 HSPA2 COL8A1 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M MEGF9 LUM DCN SPOCK3 CD109 TIMP2 RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ GREM2 ITM2C MYL12A GPX3 CTH PTPRJ OLFML2A COTL1 ITGAV ADAMTSL4 CCN4 MGP SFRP2 RACGAP1 MYH10 MELTF KMO SLC1A1 PDGFD SLC26A11 NUCB1 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP COLEC12 TRHDE ULBP2 ULBP1 CTSS CTSK CRLF1 BMP1 AMH GDF5 ARHGDIB PRCP CACNA2D1 TFPI FASN MARS CHI3L1 PTPRO BTG2 INHBE FMOD PRELP C1QTNF1 HDLBP PECAM1 ABCA3 G6PD ULBP3 SLC37A2 TNFAIP3 CXCL8 CDH11 PTGDS CXCL6 PF4V1 CXCL1 PF4 CPNE8 SLC2A1 GLIPR1 RAB3B CXCL5 CXCL3 PCLO KRT34 P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 KIF23 TNFSF4 SEMA6C CXCL2 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 SEMA3E RAB29 VCAN C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 NTN1 ENDOD1 APOC3 CHI3L2 CSTA ACOT7 ROBO2 APOA1 NTN4 PRDX4 PKNOX2 HAPLN1 KRT15 C4BPB CACYBP KRT19 KRT9 C4BPA ARMC9 KRT14 IL12B SECTM1 PVR SERPINH1 CLTCL1 KRT16 OLFML3 ADIPOQ SLC7A5 PAPPA2 IL6 CHEK1 BAIAP2 PODNL1 MUC1 GSN HEXD SQSTM1 EDIL3 NRP1 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB CGB8 IDH2 ANGPTL1 KRT17 LRRK2 LAMB3 CMTM3 MASP1 THBS3 PRKCA IRF6 C1QTNF12 GALNT3 SELENBP1 COMP PGK1 BMP4 CILP TLR3 TUBB3 EPGN PACSIN2 NTF3 PPFIA3 BCAM UGP2 SNCA PLEKHH3 CPAMD8 DPP7 EREG GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 ESF1 TMEM52B NGF JUP C11orf54 GIP QSOX1 LRIG3 CDH2 CABP1 COL3A1 SLC11A2 PLCD1 AREG PODN BTC APOC1 APOE FAM3C MR1 CD9 COL5A2 IL18 TGFB2 ITGA6 C17orf58 P3H2 KLKB1 PDGFC IL26 STOM GLUL S100A10 MFAP2 FLG HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ARSG ALDH3A1 ANGPTL2 LAMC2 SERAC1 PHGDH TGFB1I1 AP2M1 CORO1A NTNG2 ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN COL5A1 ACTG1 HMCN1 LGALS3 BST1 WNT9A PRG4 DMKN LRRC15 SPX MUC13 CPM FCGBP
## 2237 MT-ND2 MT-ND3 ADAMTS13 GSTT2B RPS9 SCG5 SURF1 ARHGAP11B CKAP2 BYSL MAP2K5 THSD1 HLA-F ARMCX1 PARD6B MXD1 PIGH HHAT POLD4 TBC1D10C CARNS1 AP003419.1 PLIN3 ADAM19 CYFIP2 KDR PKP4 XAF1 KIT ALDH1L2 ALDH18A1 CHST11 GFRA1 TXNRD1 DDO SGO1 CHPF2 GLT8D2 CRABP2 HSP90B1 STAB2 TIMM8A IQGAP3 POSTN IGF1 BARD1 ALDH4A1 DRAM1 GLMP BGLAP DNAJA3 PDK3 RGN PPP4R4 HIST1H2BN MYL9 DUOX1 AKAP11 MOAP1 UBE2L6 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 KCNIP3 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR IL15RA PCSK7 MUC12 NIPA1 RDH10 BAG1 SIDT2 RIDA CTSF UBR4 UBE2H SLC35E4 DUSP18 SVIL SCIN CDC42EP5 RAB26 TLR1 CDK6 TLR6 ZC3HAV1L NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 FAM114A1 AHRR DGLUCY NEURL2 SAMD9L ARL4A TYRO3 EFL1 CLEC3B FUCA1 PYGB SLC35D2 MSX2 H1F0 ROS1 ALDH1B1 PPP1R9A TUBE1 SYN2 FOXO3B ZNF395 CCN6 SLC7A11 TIMP4 MYO19 GCNT1 TNFAIP2 FABP5 PPFIBP2 DNAJC28 PDPN CAND2 EZR FIBIN BBOX1 DSP TMSB4X TAP2 NUP153 PARD3B TRIM16L CEP128 CYP2U1 AP003071.5 PDGFRB PDLIM2 GOLGA8B ARHGAP21 PIGW KCNS2 FAM110B PI4K2B HTD2 TIAM1 OSBP2 COL11A2 SAXO2 SHANK2 TXNDC5 IMPA2 MUC20 CYSTM1 SHTN1 SGPP2 TUBB ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 GOLGA6L9 CNN2 PHYH TRIB3 GCAT TAX1BP3 EFR3B CTNS ALDH3B1 PLEKHA7 DNMBP PTTG1 P2RX5 ANK1 C3 FARSB TRPC4 PSMB8 HSPA1A CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL PSMB9 ANK3 TPM1 ANKRD2 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 SERINC5 MSRB1 SEC61G CDK15 SLC25A42 MRPS30 JAK3 HSPG2 ACTC1 MAP2K1 ARHGAP18 CARMIL1 MCM3 RMI2 SOCS1 CD44 SLC26A6 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR CCND1 AUH TBC1D12 ST8SIA4 YWHAQ KAZN HOMER2 HOGA1 MAP3K1 RNH1 TMEM178A SCARF1 ELOVL3 POC1A TM6SF1 MOSPD3 PGD POLA1 CCS MYO7B USE1 HBEGF STIP1 EPM2A CHKA FLRT3 CTAGE1 GRAMD1A PAQR8 TCIRG1 SEL1L2 ROR2 PLAU SLC39A7 CETN2 SESN1 GANAB TTC3 PXK ANKRA2 RILP GPNMB ARRDC3 TENM2 NINL MYH11 STON2 DBI C11orf74 TERT IL7R WASHC2C PEX11G AVL9 HRAS STPG1 RNF217 NLRC3 GTPBP4 GYG2 POGLUT2 IDI2 IDI1 PDCD11 NT5M GOLGA8O IER3 NFATC4 GRHL1 MMP11 FZD5 ARHGEF6 CHCHD10 CISH TDRP JCAD CDC25A IRAK2 GPCPD1 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 RRM2B PRKDC RTTN ME3 PAK3 GNPTG NEU1 AMPH EGFR SEC13 VCL ARSD HSD17B8 RASD1 FMC1 RHPN2 NOCT EHD4 SPTBN5 ARHGAP11A MIF GOLGA8N HLA-A MICU3 GALNT10 PTP4A3 TGFB3 BUB3 SDCBP MYRIP BORCS8 SERP2 ARSE STMP1 NUP210 RASA4B FKBP9 RPS27L HLA-DRB1 CD302 AC012254.2 PDK4 WWC1 SEC11C FZD7 TMEM184A RUSC2 ITPR3 LPXN MANF HLA-DMA PGAM1 FLRT2 PARP8 PRSS23 PKM MYL5 FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 ADA2 STX1A THRA PLCD4 OSTC NUCB2 SCG2 OR2A4 ARSJ ABCA7 TRARG1 RAB9A IL32 PMS2 GFPT2 C11orf24 RRM2 ARRDC2 AP1S3 CAVIN3 ERRFI1 TPBG CFLAR RAB11FIP2 SH3GL3 KCNS3 GLYCTK SCD SLC16A11 TTLL3 SMDT1 RDM1 PRKCE CABLES1 NR2F1 DHFR UBE3D JPH2 ALOX5AP SNN CHRM2 GSTK1 SKP2 VTN SNRNP25 SLC25A18 TRMT6 RASA4 POLR3K TRPM2 AKR1B1 KREMEN2 ACTA2 SREBF1 IGF2 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 B3GALT5 STAMBPL1 ATG16L2 BCL2 PHLDB1 SMPD1 MGARP MIS18A RPS6KA2 NAA15 EPHB2 MAP3K8 KIF13B NSMAF MRAP CARS SOD2 DSN1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 LRP5 PGGHG PSD KIF20A COA5 ODC1 ACAT2 AL669918.1 ENPP1 PIK3R1 PTN SLC25A6 KDSR UBXN1 CCDC154 GK CAMKK1 WDR81 DNAH1 PCNT NT5C1B RAPGEF6 NIN SLC8A1 PGM3 AKR1B10 CYP3A5 CEP72 PHKA1 AKR1B15 AOPEP ATP6V1G2 C4A SERPINE2 IFITM3 HSPE1 KNSTRN SLIT3 NOP58 DGKI BFSP1 AIMP2 ARHGEF28 BGN BPHL EPAS1 LMAN1 BSCL2 RASGRP2 HSPD1 TP53INP1 CCNE2 B3GALT4 NEURL1B ZNF540 B4GALNT4 BDNF PRR7 GDA F12 IFI27 PDZD2 EMC1 SKA1 IARS PLOD1 HK2 SYNGR3 HEPH PNP PFKFB3 VEGFB GLYATL2 FERMT1 IFI27L2 COL17A1 DYNC1I1 PPP1R3B CCN2 TUT7 IFI30 HPS1 PELI2 CYP21A2 FMN1 SEC31B NEBL COL25A1 IP6K3 PNKD EIF2AK3 GNAI2 MMP16 GEMIN8 AL133352.1 DNAH5 SPAG5 CABIN1 TMEM14A CLCN7 RIMS1 GLYATL1 SBF2 HSPH1 RHOQ DSTN ALDOC OGT GOLGA8G CERKL TIMM44 FOXO1 CBLN3 APBB1IP NUDT1 ACOX2 PMAIP1 GOLGA6L4 NARS DACT1 PLK2 JAZF1 MEIS2 CCNB1 YWHAH IRF7 CLIP3 EIF4EBP3 LIF ALAD LIMS2 RAB3A ATP8B1 FYCO1 PECR FANCC TMEM135 RAP1GAP2 BDKRB2 BDKRB1 CREB3L2 ECE1 CHST15 NANOS1 ELANE TRAM1L1 PRSS3 VAMP8 SYT15 SQOR VAMP5 AKR1D1 LPCAT1 PKDCC HIGD2A SERPINF1 CFD HACD4 DCK MAP2K3 IRF9 ANG SLC25A15 RRM1 C2CD2L SNX8 CASP10 SRXN1 OAT RSC1A1 MYC NPC1 PIPOX MANBA GEMIN4 MCUB PDIA6 CASTOR1 EPS8L2 RNF152 CCDC78 OSR1 SPIRE1 CHAC2 CYTH3 LHPP ATP9A DECR1 ATP6V1C2 SACS ITGA1 RNF144B HSPA13 AIFM2 ITGA2 CALD1 SLC6A4 TYSND1 CTSC TPM2 LIPT1 ARSI ITPR1 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A TFAP2A RANBP1 SIAE AGBL3 SAMSN1 RRBP1 MAP2 SEMA3B ITPKC F2R MRPL34 FAM83G TRIM24 ANO8 ME2 COL5A3 LIPC RUNX3 DOCK10 PFKP ABHD14B TANK PCBP4 MPLKIP STAT1 PRSS12 MOXD1 ADI1 ADORA2A AATF CYP26B1 PDSS1 DENND10 TMEM150A EVA1A EXPH5 GOT1 MEST WDR62 MCTP1 SETBP1 ZEB2 WNT5B GLS INPP5J ADH5 E2F8 QARS DTX4 FBXL14 CELF6 FANCD2 CTIF SUGCT CYB5A SDF2L1 LIAS AC104452.1 MAP1A AMT MAGED2 FRY GLT8D1 ADH6 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA GCFC2 PPAT SMAD7 MARCH4 HEXA FOSL1 ORC5 OTULINL SLX4 FHIT SLC3A2 MBOAT1 CSPG4 CLGN ADA GCNT2 RHBDD1 ERCC6L ASAP3 RGS3 AHR KDELR2 DAAM1 ECI1 PSPH HMGA1 PET100 B2M KIF3C CEP78 CASTOR2 CIRBP DMD ABCC6 ENTPD7 SPDL1 MXRA8 ASAH1 GASK1A CCDC13 PIGA SFXN4 NXN BRCA2 UCHL1 CENPH ACKR2 BLMH STARD8 TNFRSF1B MPV17 ARHGEF4 MTFP1 PAICS TPST2 SEC14L2 CHST12 GPR135 STX3 HOMEZ ANK2 ARL3 NACAD PTCH1 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 MARS2 COL1A2 VASH1 TPST1 HSPB1 GSTA4 CDK1 UQCRB TBC1D1 PSAT1 STC2 DAPK2 PLA2G6 CAPN3 TNFAIP8L3 HSD17B11 CYP19A1 SPR SRFBP1 PRXL2B EIF5A ASNS FKBP5 LFNG SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 VEGFA SFXN2 DLC1 MGAT5 CAPZB CDNF CROT HSPA14 RSL24D1 IQCN LY96 ATP6V1C1 PSME4 MICOS10-NBL1 LTF STK26 GALNT12 KIF24 EGF ACTN4 HNMT RND3 MRVI1 GSDMD ALKBH7 FAM131B ZBED3 CSGALNACT2 COL12A1 FKBP1A GSTO2 TMEM129 COL4A4 TACC3 SHFL FADS2 CPPED1 PDE8B ANGPTL6 ANAPC15 MYORG ARAP3 GRK5 VNN1 BST2 BACE2 EXT2 MYRF TGFBR2 ELOVL6 MICAL3 ANXA1 OR51E2 PDE1A SOX4 BAALC OLAH VLDLR FZR1 FEN1 TMEM187 ADARB1 STXBP6 SHC3 RPL17-C18orf32 SHROOM2 SNX22 PPIB CDK5R1 NMI EVL AC068580.4 CTSD MINDY2 STAT4 NMT2 ITFG2 WRAP53 PRDM16 TALDO1 FKBP4 TNFAIP6 NAPRT KIF5B DEGS2 CACNA1C PIR PGPEP1 SDC2 DAG1 GDF15 LAMA3 PLAC8 SMIM14 PDE7B FBXL7 UGDH NTHL1 APOB IGBP1 COL4A3 MGAM TNS3 DNAAF4 PLA2G2A COL10A1 FOLR3 SPARCL1 GALNT18 PLEKHA1 CHST14 ACTG2 HTRA1 DSEL HPRT1 PLD4 TSSK4 CYP17A1 RGCC LOXL2 TRERF1 ARHGEF17 TWNK TXLNG WDR35 CPEB4 DLG2 POLR3G BAG3 MTFR2 MYO1D RIMS2 HECW1 GPI ATP6V0A4 CPQ ITIH3 VWA1 PRC1 PCSK4 DNM1 DOK3 IDUA ARHGAP20 MCU FHL3 PDLIM7 NOA1 BORCS7 GCHFR SEC24A STK36 TRIM73 NEDD4L DENND2A ST3GAL5 TPI1 YIF1B SPSB2 ENO2 AFDN VPS33B JPT2 CYBRD1 XPC GSR CCDC106 ISYNA1 RHOBTB1 PPP1R14A MT2A SLC2A5 COL28A1 CDCA5 MYO10 GALE MT1E RELT SLC25A37 MT1M UST WDR4 DOCK11 MAMLD1 NOX4 DDX21 SEC24D USP18 MIOS SULF1 MT1F CAMLG CARNMT1 ALS2CL RPN2 CEMIP CLCN4 MT1X RETREG1 MYO18A P4HA1 TM7SF2 GCNT4 ABCA1 HMGCL DDX60 POFUT2 LOXL1 MYCBP XPO1 CEND1 EXT1 RRAGC ADH1C ADH1B PLAAT4 SPAG8 GOLGA8R DGKH AC010422.3 SYNPO2 CES1 VPS51 WNT5A CDCA4 ATAD3B SPATA5 OPRL1 MCM7 SPP1 RUBCNL PLAAT3 SEPTIN4 PKD2 ITGA8 ADAMTS1 ARHGAP27 APBA1 PALLD ADAMTS5 WSB1 SPRY1 HPSE UGGT1 APOL2 ZC3H12D DHRS3 VRK1 OSBPL10 MBD2 REPS2 SLC25A29 FGFRL1 MTHFD2 PRKAA2 SLC25A33 SRGN POLI SLC35G2 YJEFN3 UBE2C CERT1 LAMTOR4 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU NHS MAP2K6 AFF3 MMP14 DNAJC18 DEPP1 ATAD3A SPTBN2 SYT8 LDLR UGT2B15 SCAPER TMEM126B DUSP3 LAPTM5 FKBP14 KCNJ2 IGFBP1 CDC6 OSTF1 MYOZ2 CD74 SPC24 OMA1 STRADB GASK1B HMGCR PPARGC1A PPL ACVR1B ARHGEF16 GNPDA1 ARHGAP6 NUDT13 GPC4 CH25H RAB27B TAOK1 KCNAB1 TFDP1 IGFBP7 SYT7 WTIP TRMT10A GPD1L SLC27A3 DNAJC9 HS6ST1 MAL2 SSR3 LMBRD1 PROS1 PCSK5 COL27A1 DPP4 TMEM173 SLC44A1 GRASP CIDEC CDC25B SELENOP NR4A1 LGMN JAGN1 APOL1 HFE CLIC5 GPC3 BACH2 UPP1 SLC27A1 NME3 TTLL7 PLEKHG2 TMEM8B HMMR GAS6 TM4SF20 NCAPH MFSD2A CCDC68 GAL3ST4 CST3 FGF1 DYNC1H1 PNPLA3 PORCN SPRY4 HSPA8 BBC3 FBN1 ADAM28 KRT80 CHN1 PIK3CD STK33 ICA1 SOD3 WARS NNMT CYP39A1 TPP1 TKT SERF2 IL16 A1BG CLMP CLSTN2 BDH1 PDIA3 ACAP1 AGPAT5 STARD5 COL18A1 ADRB2 ZBTB16 MAPT RNF24 EIF3E ORM1 DHFR2 SIRPA ORM2 SLC25A27 HYOU1 CYP2S1 HIST1H2BC TOP2A COL15A1 ILK KDELR3 INSIG1 APBB1 STMN1 KRT86 KRT7 BCAS3 KRT81 CBS ERMARD ACKR3 KLF6 COPS8 FABP2 FKBP1B DZIP1L TRIM14 COL4A6 NANS JUN NME1 HERPUD1 SPHK1 COL8A2 C5AR1 ING4 LAMB1 SLC4A7 HPGD LGALS9 RHOV CYP4B1 TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 CERS6 NOSTRIN EBP KSR1 DLEC1 APPL2 XYLT1 FADS3 KLHL11 PDE4D SH3TC2 ACAN ETS2 AGO2 FCSK IGFBP4 TNS4 REP15 NFKBIL1 ATP23 NAMPT SCARA3 CHAC1 ABCA13 VCAM1 CKB STAC2 AP5Z1 PLCB3 IGFBP2 PDE5A CKAP4 DIAPH1 CASTOR3 RASGRP3 CTSO TPPP3 DOCK8 THOP1 CD1D CYP27A1 ZDHHC1 IGFBP5 LDLRAP1 SKA2 FLNA PTHLH KRT33B SLC25A22 GAB2 PSTPIP2 TMED9 PTX3 NPAS2 TMEM38B TRAM1 FBXO5 TBC1D2 RHBDF2 LACTB2 CEP152 LTBR IGFBP3 NUDT14 TNIP3 MAN1C1 SCNN1A ARHGAP26 ESCO2 PXYLP1 CDC42EP3 MYH2 CYP4X1 DPH5 RAB3IL1 IPPK GPX4 TGFBR1 OMD OGN KRT5 MYH1 ARMC8 FBXL13 CYGB PRCD EXTL1 CCDC91 OCLN MIF4GD BEST1 MAP3K7CL FTH1 SLC24A5 TMEM98 MTERF2 HSPA4L S1PR1 VIM MALL UGT2B4 SGPL1 FOXRED2 IFIT3 TPK1 COPG1 IFIT2 CDA RANGAP1 RBM3 SMOX CRY1 FZD2 PINK1 IFI16 ARHGAP33 SAA1 SLC66A1L MAP1LC3A TES PRKD1 PLP2 CXXC5 ADGRF5 SDC1 MFGE8 IFIT1 LCTL CYP1B1 RMDN2 MRAP2 SNCAIP GARS ATP6V1G1 CDC25C ARHGAP28 ADGRG2 SYNC SSX2IP SULT1B1 GDPD1 ACLY ZWILCH EHD1 APBB3 COX7A1 ST6GALNAC2 KNL1 ARHGAP32 ACSS1 TP53INP2 SLFN11 PHACTR2 SLC29A3 EXOSC5 ACKR1 BCKDHA SYBU TNNT1 MTSS2 SLC22A17 MCOLN2 PLK4 KRT4 SULT1E1 MX2 VAMP1 STIL VAC14 WNT3 COL4A5 MCOLN3 MAD2L1 TCN2 WDTC1 WDR63 EPB41L4B G2E3 SH3D19 MPP4 TGFB1 ABHD4 HYDIN KIF17 DUSP23 SH2B2 COL14A1 MPP1 MEX3B SPHKAP SH2D4A DIAPH3 PMEPA1 PER2 VMP1 KRT18 ISCU CTNNBIP1 INCENP FOXC1 KRT8 SPATA4 SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 TMEM119 FGR GJC1 KCNQ5 MAP3K12 TNIK ECH1 SPCS3 PFKFB4 HMGCS1 NR4A3 CORO1C ARHGEF3 VEGFC CSGALNACT1 TMTC1 PEG10 TGFBI GMDS PATJ OIP5 SSR1 AFAP1L1 ISLR E2F1 ATP1A2 SERPINA3 DEPDC1B NPHP1 DNER TIMP3 DDAH1 NPC2 PDLIM1 SSH1 ATP8B3 CACNB3 IFT122 PRNP REEP1 CCN1 BTBD8 RASSF2 CLYBL MARCH3 SUN2 RNF180 IRS2 COL6A3 SLC25A21 CBARP INMT ESYT3 PRICKLE1 YARS AHNAK LMTK2 HIST1H2BK PTGS1 COL9A2 SRSF2 SEPTIN6 CYP2E1 DNASE1L1 TMEM102 CD14 RAD51 ADCY8 LARGE1 ACACB FABP3 ANTXR1 CEP70 XRCC3 CALM1 F8 COL11A1 ADAMTS7 TJP2 SLC2A12 ADIRF RPS6KA4 EPB41L5 RHOB MYOZ1 RNASEH2A CAV1 ADRA2C GRPEL2 IFI35 PGM1 PRMT3 PLCB1 ITGB3BP RNF208 AC138811.2 ARL6IP1 CHN2 REEP2 ELOVL7 ASB1 HPS5 RBKS DHRS9 COL24A1 PCYOX1L TMEM106C TUBB4B ECHDC3 CMC4 PARD6A HSF2BP CENPO STK40 GGACT TXN UGGT2 HS1BP3 HIF3A CAPN1 IFI6 DIPK1A ELOVL5 BEND5 AGBL4 GK5 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 CENPQ PLD1 CAPRIN2 PRR5 TARS ARNTL DMBT1 MYH3 CX3CL1 SENP8 FIGNL1 COL7A1 TOR4A CCNA2 PKN3 CLCA2 RAPGEF2 CEP85 ALDH1A3 CARHSP1 PRELID2 NOXA1 ITPKA MX1 SH2B1 ABAT HIST1H2BD RIN1 ADPRM SEC14L1 SLAMF7 NAGS PMM2 NOX5 TEAD2 PLAGL1 CBL SELENOI NEDD9 PLEKHF1 HEATR5A COL4A2 THBD ZHX2 KCNJ6 COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 PEX2 OXSR1 LRP2 HACD1 ID1 MMS22L PRRC1 MVK PLD2 CCNE1 FAM210B TMTC4 TBXA2R UBIAD1 BLM RAC2 RAB40A COL16A1 COX7B2 F11R MXI1 CDK2 NCAPD2 LARS NSMF SCHIP1 COL6A1 KIF11 NFKBIB HSPA9 DYNC2LI1 AJUBA DNAJB9 RNF19B DES MAP1B IGFBP6 HAUS4 FARP2 GALNT16 BCHE ACOT4 ACOT1 ACOT2 IL17RD KLHL3 FAR1 CHPF AKR1C1 AMOT CENPK ACE FGF7 IFIT5 CMBL FBXO44 ATP10A TMEM130 SMC1A PHLPP2 LPAR1 CBR1 TOM1 SOAT2 TRPV4 GCLC ANXA6 CHCHD5 SERPINB9 BIRC3 SMG1 CMPK2 OSBPL3 IL12A ARHGAP39 RSAD2 PNPLA7 NCEH1 TMOD2 FBXO41 VAV3 SLC2A3 ATP2A1 CSTB AASS AP1G2 COPB2 TNFSF12 PTPRM DHRS1 FNBP1L TRIM59 RNF26 STMN2 SMC4 MTERF4 ATP6V1B2 C1QTNF5 SNX18 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 FSTL3 CDH1 CENPU MLPH RGS2 MMD RIMS3 GNAZ LSAMP PLA2G4C AKR1C2 RAB20 PLS3 ZFP36L1 FAXDC2 SGK1 TMEM100 MYH15 RNF144A CD151 FBXO6 AKR1C3 FANCI OBSL1 PLS1 CALCOCO1 HIVEP1 RBP1 FURIN NMNAT3 PPM1N RASGRP1 PHLDB2 EDN1 RTN2 AK4 CNGB1 RAB39B NDST1 CD68 THY1 MSRB2 GCLM HMOX1 TLR4 ECT2 FBXO32 BORA ACTB APOBEC3B CYP26A1 GJB2 FMNL1 MZT1 CDKN2C TIAM2 MAP3K14 TMEM143 SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 PDIA4 RAPH1 P4HA2 FBXO27 CIP2A CNBD2 PANK1 MCM5 APLP1 CHKB AKAP6 FSCN1 B3GALT2 EBPL CPT1B MFNG HIP1R IMMP2L TPX2 GBP1 PRL ALDH6A1 TOMM40L GBP2 PC BUB1 HOXC11 BBS1 PARP10 NCOA3 CD177 CLN3 MARCH1 GSAP MRPL53 MOGS TRIM25 TPD52 CERCAM CCDC146 CARD10 FGL2 SULF2 CBR3 PLCB4 TOMM34 DOP1B ANXA8 VASP MMP8 GBP4 ZC3H12A GBP5 MBOAT7 GRB10 ANAPC16 ARHGAP29 KDELR1 GNG2 RABGAP1 CALM3 LPCAT2 ANKRD13A BRINP1 WASHC2A XXYLT1 MYLK2 GAPDH APOBEC3F NLN CEP120 APOBEC3G SEC23A AMOTL2 MACC1 PCLAF GAL3ST3 CFL1 SYNPO DDIT4 POLA2 SGTB MAP2K2 APOD GYPC ESPL1 SLC9B2 SCPEP1 ACSL1 CRYL1 HDAC5 BDH2 PELI1 LRRC8C LRRC8B CAMK2B KRTAP1-5 CADPS2 AZIN2 PPARGC1B TMEM192 PPP2R2B MAMDC2 NEO1 TUBA1A HSPA6 FCGR2A RHOBTB3 TUBA1B MAOA DNALI1 GLRX LMTK3 DENND3 DNAJC6 PRRG4 XYLB CBX7 GDNF PPM1L ETHE1 PASK MYOF ROGDI TOP1 PAPSS2 ACSL5 SLA COQ3 KIF4A BRCA1 ID2 CKAP2L CYB5RL ZWINT LAMP5 UBQLNL AKAP1 STARD13 SPRY2 GPSM2 LEPROT PDE4DIP SLC35A1 LSS TRIM22 AC138894.1 PITPNM2 STX16-NPEPL1 FCRLB HTR2A GPT TRIM6 LDHA CHST1 KIF20B PLK1 RPL3 CEP55 ING2 TCF7L1 MUC15 CENPA TRIM29 ALG1L LIG1 ESYT1 NOS1AP NUDT18 CDK2AP1 PPTC7 UHMK1 MPHOSPH9 UAP1 RBP4 SORCS2 MAOB KLF9 CNN3 RAB9B ATP6V1G3 SERPINI1 CALU MYH7B PTGIR PTPRC ALG14 HERC4 CCDC113 CRELD2 TUBA4A PDE4B ANAPC1 SRCAP CRIP2 NFAT5 SLC15A3 GLB1L LRRFIP1 TMEM132A CENPE SRPX LRR1 BCL2L11 ASB16 CDKN2D PCSK1 CD38 CHRDL1 CHST2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 AMD1 THBS1 HSD17B7 NGEF SGIP1 PAK4 AGTRAP WDFY2 RGS4 CENPJ KY POLD1 TRIM13 UNC13D CHAF1B NDRG2 EPHB1 NUF2 ODF2 KIF14 AURKA GOLIM4 GTPBP2 RGS5 ARRDC4 SMC2 ITGA5 PLOD2 ACOT11 SLC17A7 WDR78 SPTLC2 MYL2 NQO1 APLN CLCN5 MTSS1 OPLAH GALNT15 AFAP1 TXNDC16 SYNE2 DCDC2 KLF5 PEX6 HSBP1L1 ST3GAL6 DHX33 LASP1 KIF21B COL1A1 CEP97 NFKBIE GPC1 TYMP HP DPYD MYADM TRIM47 CCDC134 DNAH2 ATP5IF1 TEDC1 DHRS2 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ IL1B RTN4 LATS1 C2CD2 KLF12 SESN2 WASL GHDC ALDH8A1 KIF18B SYNGR1 JAKMIP2 PIM3 MAPK13 NIPSNAP3A TXNL4B REEP4 FHDC1 GMFG RNF32 CCSAP P4HA3 NCLN KRT10 PIP5KL1 INHBB PLCD3 NIPSNAP3B RFTN1 TSNARE1 PTGIS SYNM GALNT2 GCA NDRG4 MYPN NUDT15 LRRC59 AGT PLAUR S100A4 AGBL2 KIAA1324 ATP8B4 ALDH5A1 ASB13 C1orf198 S100A3 BLNK S100A16 ZBTB21 NDC80 MICAL1 AURKB MAP7 PPCS NPM2 GPLD1 S100A13 SERTAD2 SLC1A4 UBE2S PARS2 GPT2 EBI3 CRY2 REEP3 PLEKHN1 ALDH2 STEAP4 ADSSL1 CD4 RAPGEF4 TBC1D4 RPS6KA1 B4GALT5 PROCR SLC44A2 FLNC TK1 MMP24 GPR37 CENPM DOCK4 SYT12 RAB3D SLPI RRAGB STAT5A DHCR24 DOCK5 CHSY1 DISC1 RHOD RIMKLB GRB14 KLF8 SARS GNRH1 TSPOAP1 CREG1 MAP3K5 DCTN3 BIRC5 PFAS HIST2H2BE SLC1A5 CCNB2 MYO1E BMF RASSF9 HCK P3H3 MGAT4C ORMDL3 GNB4 GSDMB SOCS3 SCARB1 ADPRH BICD1 MOSMO CNR1 RNF41 PRKG2 BCAT1 CDCA2 GPAT3 ACTR2 ISG15 KPNB1 GLI2 PDE11A RIPK3 TMEM88 CSRP1 ANLN EMP2 CDCA8 CDS1 PLA1A CPE PLSCR1 NOTCH3 PSRC1 BRI3BP AACS SULT1A4 ACSF2 BLVRB ENGASE NAA38 PDXP SH3BP1 NEDD4 WLS PCSK9 GSTM4 HMGB2 GSTM2 SRGAP3 CABYR CTSH RAB31 DOLPP1 FLNB RARRES2 AK9 SMAD6 OSBPL7 CHST6 TNK2 CCDC3 PALM TBCE LRMP RNF128 PATL2 CCDC39 LPIN3 SATL1 WNT7B PIGP TASOR2 MOV10L1 PRKCH DUSP6 MSLN LMO7 LMOD1 ANKRD37 SORT1 ITGB1 IRF1 ANP32E PREX1 GLE1 CC2D2A PLCE1 SCRG1 INPP5B IL33 CYP24A1 SHANK1 BUB1B UCHL3 TPM3 DTYMK CYP2R1 STEAP2 ARPC1B FGFR2 DMPK SYPL2 GRIA1 TFRC ENPEP ZNF354A FCGRT STEAP1 MYL3 NAAA MCC CKAP5 ANO7 TMEM214 SHISA2 AC118553.2 ABCG2 TBC1D16 SULT1C2 PDLIM3 GRIK2 CPA3 BNIP3 ATP5MF-PTCD1 PRKG1 ARRB1 SPAAR TMEM131L GNB3 DKK1 GPR137B KLHDC1 RCBTB2 BCDIN3D DNA2 LY6K SASS6 AGRN CDCA3 NOTCH1 UGCG OAS1 STAT2 FGD4 OAS2 ARFGEF2 EXOSC6 OAS3 MID1IP1 OSBPL6 NEK6 APOLD1 HIF1A RCN3 QPRT EPHA4 AARS ARMC4 GGH ARHGAP22 PPM1K D2HGDH RDH5 EEF1A2 AC009779.3 SYT2 LYNX1 SPIN2B ITSN1 PPP1R12B GPRC5A CDCA7 CRACR2A GAA MNS1 PIP4P2 GLCE THBS2 GBGT1 LGR5 SCLY SPIN2A LGALS1 RRAGD STARD9 RNF207 CSF1 BLOC1S1 HSD17B14 PROM2 TTPA MYOM1 AKAP5 HSPA2 INSIG2 COL8A1 FOXO3 GMNN USP13 CHST7 CHTF18 ASIC3 TLR2 PIF1 MLKL RAB11FIP1 SPTBN4 VPS37C NAGA OST4 PHTF2 PRDX1 CSE1L A2M KBTBD8 LUM LSMEM1 MAPRE2 DCN ZNRF1 KIF22 HSD3B7 RYR2 SLC17A5 GCC2 CD109 TIMP2 B3GNT10 PLEKHO2 P3H1 FSTL1 NRROS RNF175 ACTN1 ECM1 ZDHHC15 PPP1R15A FMN2 CCIN HERC6 ITM2C PDZRN3 MYL12A COPZ2 CTH RGS7 PTPRJ COTL1 ITGAV PTGES RGS20 SPIN4 VSNL1 PPM1J ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 NABP1 SLC7A14 ATP8B2 RACGAP1 CCP110 POMK PIGZ CREB3L1 MYH10 MELTF KMO CAVIN1 CHML SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD SLC26A11 NUCB1 LDHD XPOT PRRT2 STAC FRYL ERP27 SOCS2 CEP170 PEX5L NUPR1 GTSE1 SLC6A17 FMO1 CPT1C HERC5 PNO1 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 INSC PEX11A CYP7B1 COLEC12 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 ULBP2 ULBP1 CTSS PPFIA4 CTSK CRLF1 RAI14 GOLGA3 LDLRAD4 FMO4 RGMB BMP1 GIMAP2 VKORC1 LIMS1 FAM241A TMEM59L ARHGDIB ERN1 CALCRL SEC22B AC135050.2 PRCP TPCN1 AP1AR ADORA1 CACNA2D1 TFPI ARHGEF19 KRTAP2-2 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS WWOX CHI3L1 FANK1 ALG10 CEP83 PRRC2C RERG EOGT TEX2 DDIT3 ACADL DPYSL4 BTG2 FMOD PRELP TLE1 ATP2B4 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 ABCA3 PIWIL4 LHFPL2 G6PD NFASC TRAPPC1 SDSL SNAI1 MILR1 SLC37A2 SEZ6L2 TNFAIP3 AK3 PTGDS LONP1 CXCL1 SFPQ PF4 SMYD3 SLC2A1 GLIPR1 RAB3B PHLDA1 PCLO KRT34 UBAP1L P4HB AHCTF1 NCS1 PACSIN3 GPRC5B FGD6 ARHGAP24 KIF23 LMF1 MLLT11 ETNK2 RNF122 SMURF2 ARSB FKBP7 NLRP3 GPR85 PGAM5 RAB15 MTHFD2L ARFGEF3 TRAF1 CHURC1-FNTB C16orf46 FAM72B HSPA5 SMS SULT1A1 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 ASIC1 MOCS1 CASP4 DMGDH AC092718.3 NAGLU FTL BHMT2 CENPN ASS1 TMEM150C PTPN22 MCEE GRAP2 GDPD5 HSCB DARS2 HS3ST3A1 DNAJB5 SERHL2 GALNT1 CENPL RAB29 VCAN SMCR8 PDE7A GYS1 CCNF KRT32 PCYT2 PIK3AP1 HSD17B6 DLG1 SPATA18 CLEC2D TTLL6 RAB7B SLC25A1 GNPNAT1 HRK ARL6IP5 NPTX1 ST3GAL1 ARL17A FAM72A DNAH7 EHBP1L1 ENDOD1 APOC3 SORBS2 FRMPD3 DENND2D SGO2 BNIP3L CSTA ACOT7 KSR2 PRPS1 DYRK3 ARHGEF9 C10orf90 MBOAT2 MDN1 APOA1 JARID2 PRDX4 MCCC1 RBM38 AMDHD1 KRT15 TBC1D30 ASAP2 FAM162A PFKFB2 MELK KIF21A HOMER1 FAM72D SUMF1 CACYBP B4GALNT1 KRT19 KRT9 CALCOCO2 ARMC9 ARHGEF25 GABARAP OSBPL5 KRT14 IL12B SLC10A7 TSC22D3 SECTM1 CCDC88A SERPINH1 CLTCL1 KRT16 CPED1 STRIP2 LIMA1 ADIPOQ DPM3 SLC7A5 PITPNM3 PIFO BTBD3 GAN MYLIP PAPPA2 IL6 CHEK1 STEAP1B CIT CYB5R3 WDR34 NCAPG FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 UGT1A4 CENPI MUC1 ABCA2 UGT1A6 GSN SQSTM1 UGT1A8 AATK GALNT5 UGT1A10 OVGP1 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ORC1 ARHGAP19 ATP7B ERMN ABCD2 GCN1 GMPR GNG7 NRAS LRP1 SAT1 VCP RASAL2 TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 STARD4 STK17B HSPB2 CRYAB TYRP1 MARCH9 A4GALT IDH2 RPL39L ZDHHC14 COX7C AXIN2 KRT17 LRRK2 SETDB2 RBM24 B3GNT7 PLEKHG5 CMIP SAPCD2 AGPAT4 HSD11B1 G0S2 MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 THBS3 PRKCA CMC1 IRF6 TNFRSF25 ST6GALNAC3 FANCG ABL2 PDGFRA BCL6 CASP1 TICAM2 TMED7-TICAM2 ST6GALNAC5 GALNT3 NOD2 PPP1R3C GPX7 SELENBP1 CDO1 KIF15 IL4I1 KCNH1 ACP5 CYP27B1 COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 METTL7A MVD TLCD3B HSD17B2 SIRT4 TLR3 TRAF5 EPGN PACSIN2 PARP9 NTF3 DGAT2 DTX3L PYCR1 PIM1 JAK2 PPFIA3 UGP2 NEK2 ECHDC2 SNCA PRLR AK5 GRAMD1C DPP7 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 CYTIP CDH13 AC093512.2 SSPN DTL APAF1 ACSM5 ITPR2 ALDOA CAP2 ALOX15B SCP2 PIEZO1 HJURP GOLGA8A NOTUM SCN1A OLR1 NGF CDKN3 ANKS1B QTRT2 JUP ZDHHC23 CDT1 KMT2A PARP14 PYCR3 SYT1 GIP QSOX1 LRIG3 SORBS3 TEDC2 CDH2 CABP1 POLR3GL IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 MLEC MLYCD AREG ACADS DOK5 PPP1R12A P3H4 ADAMTSL1 CNIH2 NR3C2 PTK2B SAXO1 CENPF PIK3R3 B4GALT2 GUCY1B1 TRIQK KCNK2 BTC APOC1 APOE AC005670.2 LRRC45 TACC2 PARM1 GABARAPL1 SGCD PTGFRN FAM3C WDR90 SLC6A9 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FKBP10 MR1 AKAP12 CD9 FUS PLD6 FLCN GKAP1 TTF2 COL5A2 CYP4F11 PDIA5 TRPM8 IL18 UBA7 TDRKH TGFB2 KPNA2 P3H2 CYP4V2 BCO2 LYPLAL1 PYCARD TXNIP OASL PDK1 HAUS8 EPRS PAFAH1B3 RMND1 MGLL PDGFC IL26 LETMD1 STOM GLUL NEXN S100A10 FLG HRNR SMAD9 CD274 SFRP1 SLC2A6 MARC2 HACD2 P2RX4 MARC1 HAUS6 DUSP10 ARL4C MYLK RNASEL RELB STK38L P2RY1 PER1 RAP2B NPL RAB40B SLC40A1 ACSS3 ADHFE1 TEX22 FAM20A TRAPPC9 WIPI1 RRS1 ARSG EXOSC8 CLSPN SPRR2D CERS1 TRAIP ALDH3A1 FN3K ARHGEF2 AAK1 PDE3A SSR2 WNK4 DNAJB4 ANKRD11 LAMC2 SMAGP SERAC1 NMNAT2 LMNA SAMD4A EPHA3 TRIM16 ERBB4 PLIN2 FMO5 PHGDH IMPDH1 NCF2 TGFB1I1 EPHB3 AP2M1 SRGAP1 B3GNT9 VAV2 LBR TRAPPC6A CORO1A ENAH C12orf66 SLC28A3 PADI1 FPR1 TULP4 NTNG2 CAMK2N2 ARPC5 EPHX1 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 GCH1 MOCOS SYNE1 ULK2 ADGRL4 CAT AC074143.1 ANXA2 COPRS PARP1 NIBAN1 NDUFA4L2 HYLS1 SHMT2 PUS3 FBXL8 ITPKB PPFIBP1 PSEN2 MME HSDL1 WDR66 KALRN FHOD3 COL5A1 ESR1 ACTG1 ABCA5 FBXO10 HMCN1 NTRK2 SEPTIN5 AC000093.1 LGALS3 BST1 SCN8A EHF ATP2C2 DDX31 KIF2C PTGS2 PLA2G4A MEF2C KCNJ8 RTL10 SPX KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 MUC13 ABCC9 DLGAP5 OBSCN ST8SIA1
## 252 GSTT2B HLA-F PARD6B GREM1 CYFIP2 LRRC32 KIT ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 POSTN IGF1 APOM BGLAP HIST3H2A SFRP4 HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E RPS9 B4GALT1 CALR IL15RA SEMA3A NRG2 RIDA CTSF CCL2 SCIN CCL7 TSKU POP1 CCL8 PGF PDGFA SERPING1 CCL13 PCNA CCL26 CLEC3B FUCA1 PYGB C1QTNF2 SMPDL3A IGFBPL1 IL17D CCN6 TIMP4 TNFSF9 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 MMP28 CD70 EZR BBOX1 DSP RNLS TNFSF14 COL11A2 BMP6 TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 LOXL3 PLEKHA7 C3 FGF10 PSMB8 HSPA1A PFKL PSMB9 PKD1 COL13A1 SERINC5 SLIT2 HSPG2 RELN ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD HBEGF FLRT3 PLAU GANAB FGF18 NDRG3 ENOX1 CPA4 MYH11 DBI ANGPTL4 MMP11 UTS2 GNPTG NEU1 EGFR SEC13 CCL5 VCL EHD4 MIF LAMA4 ZG16B TGFB3 SDCBP ARSE LRRC4C CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 MANF PGAM1 FLRT2 PRSS23 PKM CNTF FERMT3 PRKAG2 ADA2 NUCB2 SCG2 RAB9A IL32 MSTN H2AFV GSTK1 LTBP4 VTN SOGA3 AKR1B1 HLA-A ACTA2 IGF2 DDR1 TREH TUBB6 SCUBE3 SMPD1 SOD2 RHOA PCSK2 CPXM2 ACAT2 ENPP1 TECTA PTN KDSR GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 SLIT3 BGN LMAN1 TUBB2A HSPD1 BDNF F12 MXRA5 H2AFX IARS PLOD1 PNP VEGFB TNXB COL17A1 PEPD CCN2 NEBL CCBE1 COL25A1 SBSN GNAI2 ELFN1 MMP16 SERPINB5 BMP2 HSPH1 RHOQ DSTN ALDOC CBLN3 NUDT1 NARS YWHAH LIF CCDC180 ALAD ITGA4 ECE1 METRN ELANE PRSS3 VAMP8 VAMP5 SERPINF1 CFD ANG C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 SERPINB7 ATP6V1C2 SUSD2 ITGA1 HSPA13 AIFM2 CTSC IFNE PLAT SERPINE1 SIAE SEMA3B TNFRSF8 COL5A3 RTN4RL1 LIPC DOCK10 ABCC1 PFKP ABHD14B CLIC6 MOXD1 TFPI2 GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADM ADH6 MARCKS INHBA GNL3 HEXA ACTR3B SLC3A2 CSPG4 SERPINB2 ADA B2M MXRA8 ASAH1 BLMH PAICS SEC14L2 STX3 ARL3 SIPA1L3 RENBP COL1A2 VASH1 HSPB1 GDF6 CDK1 PSAT1 STC2 PLA2G6 SPR PRXL2B LOX FKBP5 CCN5 PLOD3 ADAM10 CNKSR2 VEGFA MGAT5 CAPZB CDNF LY96 ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT GSDMD PSPN COL12A1 GSTO2 COL4A4 ANGPTL6 CFAP58 BST2 NPR3 EXT2 ANXA1 VLDLR ADAMTS3 SHROOM2 PPIB CTSD NRG4 TALDO1 FKBP4 TNFAIP6 NAPRT VIT DAG1 GDF15 LAMA3 UGDH APOB COL4A3 MGAM PLA2G2A COL10A1 SPARCL1 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 FRZB LOXL2 SEMA4G MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 COL28A1 PCDHGB5 IBSP SULF1 SLC26A4 ANGPT1 CD82 MYO15A LOXL1 C3orf33 APOL4 CES1 WNT5A SPP1 PKD2 ADAMTS5 UGGT1 ZNF177 MTHFD2 SRGN CXCL12 MATN3 GHR CLU TNFRSF11B MMP14 SERPINE3 STC1 SPTBN2 LDLR C7 IGFBP1 ERFE CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L DNAJC9 MAL2 CMTM8 FJX1 DKK2 PROS1 PCSK5 COL27A1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN APOL1 HFE CLIC5 IGFL3 GAS6 NRN1 GAL3ST4 CST3 FGF1 DYNC1H1 HSPA8 FBN1 SOD3 WARS TPP1 TKT IL16 A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SSH2 SPON2 COL15A1 STMN1 KRT86 KRT7 ENDOU SEMA4B KRT81 FAP WNT2 ADAMTS15 COPS8 FAM3B COL4A6 NANS NME1 ENPP2 COL8A2 COCH LAMB1 HPGD LGALS9 TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 XYLT1 AGO2 IGFBP4 GRID1 LSP1 NAMPT SCARA3 C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 CTSO MMP19 CD1D ZDHHC1 STAG3 IGFBP5 FLNA PTHLH KRT33B GDF11 TMED9 PTX3 ZNF446 SAA2 SAA2-SAA4 ZBTB38 HAPLN3 IGFBP3 MAN1C1 SCNN1A GPX4 OMD OGN KRT5 FTH1 TMEM98 LRRC17 SLC12A1 VIM AEBP1 SAA1 CCL20 SDC1 MFGE8 MATN2 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 IL34 ADGRG1 SEMA5A TSLP WNT3 COL4A5 TCN2 TGFB1 CRP COL14A1 PILRA H2AFZ KRT18 TNFSF15 KRT8 FN1 TNC FGR TNIK ECH1 CRISPLD1 VEGFC TGFBI GMDS PATJ UCN2 ISLR SERPINA3 TIMP3 DDAH1 NPC2 PRNP CCL28 ZNHIT6 AQP1 IRF2BPL COL6A3 CREB5 YARS AHNAK HIST1H2BK GLDN PTGS1 COL9A2 CD14 FABP3 F8 COL11A1 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 COL24A1 AMY2B TUBB4B CXCL16 LPL GGACT TXN RARRES1 CAPN1 CD248 SRPX2 SLAMF1 BAIAP2L1 IL17B ABI3BP TARS DMBT1 TLE2 MYH3 SERINC2 CX3CL1 LAMA1 FIGNL1 C6 COL7A1 ALDH1A3 VMO1 SPOCK1 HIST1H2BD GDF7 MCAM FST SH3BGRL3 TINAGL1 HIST1H3E COL4A2 CD37 THBD PAPPA HIST1H4H COL4A1 ADAMTS9 FAT1 TGM1 OXSR1 LRP2 RAC2 COL16A1 F11R IL7 BMPER COL6A1 ENG HSPA9 DNAJB9 DES ATAD2 IGFBP6 BCHE AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 IL12A SLC2A3 CSTB TAFA5 TNFSF12 PPIC ATP6V1B2 C1QTNF5 SNX18 TF FSTL3 CDH1 MLPH ELFN2 TMC4 AKR1C3 MMP7 PLS1 FURIN INHA EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 CSF2 TIAM2 ABCB1 COL6A2 ITGB3 PDIA4 SAT2 DERPC ADAMTS4 FSCN1 MFNG LRRN3 LAMA5 PRL C1S GMPPA NCOA3 CD177 NOG GREB1 MOGS FGL2 SULF2 CBR3 DOP1B GALM VASP MMP8 APELA PTGR1 GNG2 SEMA7A MMP3 LCAT GAPDH CFL1 F3 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH ERBB3 RHOBTB3 GLRX GDNF PPM1L NID2 MYOF ITGB4 SEMA6B ITGB8 HNRNPA1 GPT PRTG LDHA ZSWIM5 RPL3 RTN4RL2 ENTPD1 CPZ PLPP1 RBP4 MMP15 SERPINI1 PTPRC CRELD2 PRSS54 TUBA4A TMEM132A MMP12 PCSK1 CD38 MYL6 SPARC THBS1 NDRG2 EPHB1 TGFBR3 SMC2 PLOD2 MDGA1 ACOT11 TUBB1 APLN XPNPEP2 TXNDC16 LRIG1 SYNE2 HMGN2 ST3GAL6 COL1A1 GPC1 HP FGF5 IL1B WASL ALDH8A1 HNRNPA2B1 KRT10 INHBB RFTN1 IL11 PTGIS SH3BGRL GCA C1RL LEP AGT S100A4 KIAA1324 S100A16 RAET1E GPLD1 S100A13 SLC1A4 EBI3 COLQ ALDH2 STEAP4 PROCR SLC44A2 MMP24 FLT3LG RAB3D SLPI PBLD FGF2 SSC5D SARS GNRH1 CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 RAMP1 ADPRH FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 PLA1A CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS PCSK9 HMGB2 DPT GSTM2 CTSH FLNB RARRES2 ATP1B1 KITLG WNT7B PRKCH MSLN ITGB1 GLE1 ATP2B1 NRG1 SCRG1 IL33 TPM3 CTF1 LTBP3 ARPC1B CLEC11A TFRC ENPEP FCGRT NAAA NID1 CPA3 GNB3 DKK1 AGRN SEMA3C OAS3 QPRT AARS EGFL7 SCRN2 GGH GPRC5A GAA TSPAN8 LGALS1 CSF1 BLOC1S1 HEBP1 PROM2 HSPA2 COL8A1 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M LUM DCN SPOCK3 CD109 TIMP2 RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ GREM2 ITM2C MYL12A GPX3 CTH PTPRJ COTL1 ITGAV CCN4 MGP SFRP2 RACGAP1 MYH10 MELTF KMO SLC1A1 PDGFD SLC26A11 NUCB1 PI16 EMILIN1 CRISPLD2 AFP COLEC12 TRHDE ULBP2 ULBP1 CTSS CTSK CRLF1 BMP1 AMH GDF5 ARHGDIB PRCP CACNA2D1 TFPI FASN MARS CHI3L1 PTPRO BTG2 INHBE FMOD PRELP C1QTNF1 HDLBP PECAM1 ABCA3 G6PD ULBP3 SLC37A2 TNFAIP3 CXCL8 CDH11 PTGDS CXCL6 PF4V1 CXCL1 PF4 CPNE8 SLC2A1 GLIPR1 RAB3B CXCL5 CXCL3 PCLO KRT34 P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 TNFSF4 SEMA6C CXCL2 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 SEMA3E RAB29 VCAN C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 ENDOD1 APOC3 CHI3L2 CSTA ACOT7 ROBO2 APOA1 PRDX4 KRT15 C4BPB CACYBP KRT19 KRT9 C4BPA ARMC9 KRT14 IL12B SECTM1 PVR SERPINH1 CLTCL1 KRT16 ADIPOQ SLC7A5 PAPPA2 IL6 CHEK1 BAIAP2 MUC1 GSN SQSTM1 EDIL3 NRP1 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB CGB8 IDH2 ANGPTL1 KRT17 LRRK2 CMTM3 MASP1 PRKCA IRF6 C1QTNF12 GALNT3 SELENBP1 COMP PGK1 BMP4 CILP TLR3 TUBB3 EPGN PACSIN2 NTF3 BCAM UGP2 SNCA PLEKHH3 CPAMD8 DPP7 EREG GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 ESF1 TMEM52B NGF ADAMTS13 JUP C11orf54 GIP QSOX1 LRIG3 CABP1 COL3A1 PLCD1 AREG PODN BTC APOC1 APOE FAM3C MR1 CD9 COL5A2 IL18 TGFB2 KLKB1 PDGFC IL26 STOM GLUL S100A10 HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ARSG ALDH3A1 ANGPTL2 LAMC2 PHGDH AP2M1 CORO1A ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN COL5A1 ACTG1 HMCN1 LGALS3 BST1 WNT9A DMKN LRRC15 SPX MUC13 CPM FCGBP
## 380 ADAMTS13 HSP90B1 BGLAP FAM20C CALR PENK PDGFA COL11A2 TXNDC5 C3 TRDN COL13A1 LAMB2 GANAB DBI POGLUT2 ARSD ARSE MANF PRSS23 SCG2 ARSJ C4A COL17A1 COL25A1 PDIA6 CTSC ARSI ANO8 COL5A3 LIPC EVA1A WNT5B SDF2L1 B2M MXRA8 COL1A2 STC2 PLOD3 ADAM10 COL12A1 COL4A4 PPIB SDC2 DAG1 APOB COL4A3 COL10A1 SPARCL1 VWA1 COL28A1 P4HA1 CES1 WNT5A SPP1 ADAMTS5 UGGT1 MATN3 CLU FKBP14 IGFBP1 IGFBP7 COL27A1 APOL1 GPC3 GAS6 CST3 FBN1 PDIA3 COL18A1 HYOU1 COL15A1 COL4A6 COL8A2 LAMB1 IGFBP4 CKAP4 IGFBP5 IGFBP3 FOXRED2 MFGE8 WNT3 COL4A5 COL14A1 FN1 TNC CCN1 COL6A3 COL9A2 F8 COL11A1 ADAMTS7 COL24A1 UGGT2 COL7A1 TOR4A COL4A2 COL4A1 COL16A1 COL6A1 DNAJB9 BCHE IL12A TF FSTL3 EDN1 COL6A2 PDIA4 P4HA2 CERCAM CALU TMEM132A CHRDL1 THBS1 TXNDC16 COL1A1 P4HA3 PLAUR EBI3 CD4 PCSK9 WNT7B MSLN RCN3 RDH5 LGALS1 CSF1 COL8A1 P3H1 FSTL1 ADAMTSL4 MELTF PDGFD NUCB1 ERP27 FMO1 AFP EOGT P4HB ARSB FKBP7 HSPA5 VCAN APOA1 SUMF1 IL12B SERPINH1 IL6 GPX7 BMP4 NOTUM GIP QSOX1 CDH2 COL3A1 ADAMTSL1 APOE FKBP10 COL5A2 PDIA5 P3H2 PDGFC ARSG COLGALT2 COL5A1 PTGS2
## 727 ADAMTS13 SCG5 HLA-F PIGH HHAT TBC1D10C PLIN3 ADAM19 KDR KIT CHST11 GFRA1 CHPF2 GLT8D2 CRABP2 HSP90B1 POSTN IGF1 BGLAP DUOX1 HIP1 FZD8 HLA-B FAM20C KCNIP3 HLA-E FLRT1 B4GALT1 CALR IL15RA PCSK7 MUC12 NIPA1 RDH10 NRM UBR4 SLC35E4 CDC42EP5 RAB26 TLR1 TLR6 SYTL3 PENK PDGFA SERPING1 FAM114A1 SAMD9L TYRO3 CLEC3B FUCA1 PYGB SLC35D2 H1F0 SYN2 CCN6 SLC7A11 GCNT1 FABP5 DNAJC28 EZR FIBIN DSP TMSB4X TAP2 NUP153 PARD3B CYP2U1 PDGFRB GOLGA8B ARHGAP21 PIGW PI4K2B COL11A2 TXNDC5 MUC20 CYSTM1 SGPP2 TUBB ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 GOLGA6L9 CNN2 TRIB3 CTNS ALDH3B1 DNMBP P2RX5 ANK1 C3 GATA6 HSPA1A CDIP1 VPS13A CD320 SQLE GPER1 TRDN PFKL ANK3 PKD1 TAP1 RAB33A COL13A1 SERINC5 SEC61G JAK3 HSPG2 MAP2K1 CARMIL1 CD44 SLC26A6 SPEF2 LAMB2 EHD3 ATP11A CCND1 TBC1D12 ST8SIA4 TMEM178A ELOVL3 MOSPD3 POLA1 USE1 STIP1 EPM2A FLRT3 CTAGE1 GRAMD1A PAQR8 TCIRG1 SEL1L2 PLAU SLC39A7 CETN2 GANAB RILP GPNMB ARRDC3 TENM2 STON2 DBI WASHC2C AVL9 HRAS GTPBP4 POGLUT2 GOLGA8O GRHL1 MMP11 FZD5 NUP205 RRP12 IRAK2 DHCR7 MICALL2 PAK3 GNPTG NEU1 AMPH EGFR SEC13 RGPD2 VCL ARSD RASD1 EHD4 MIF GOLGA8N HLA-A GALNT10 PTP4A3 TGFB3 SDCBP MYRIP SERP2 ARSE NUP210 P2RX6 FKBP9 HLA-DRB1 AC012254.2 TMEM120A SEC11C FZD7 TMEM184A ITPR3 MANF HLA-DMA PGAM1 FLRT2 PARP8 PRSS23 PKM FERMT3 CLASP2 ADA2 STX1A PLCD4 OSTC NUCB2 SCG2 OR2A4 ARSJ ABCA7 TRARG1 RAB9A C11orf24 AP1S3 TPBG CLMN SPAG4 RAB11FIP2 SH3GL3 KCNS3 GLYCTK SCD SLC16A11 PRKCE JPH2 ALOX5AP VTN TRPM2 KREMEN2 SREBF1 IGF2 SYNE3 PKMYT1 EMC9 B3GALT5 STAMBPL1 BCL2 SMPD1 MRAP DSN1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 LRP5 PSD KIF20A AL669918.1 PIK3R1 PTN KDSR UBXN1 CCDC154 WDR81 CYP3A5 C4A SERPINE2 IFITM3 DGKI BGN LMAN1 BSCL2 HSPD1 B3GALT4 NEURL1B B4GALNT4 BDNF F12 IFI27 PDZD2 EMC1 PLOD1 HK2 SYNGR3 PNP VEGFB GLYATL2 RANBP3L COL17A1 DYNC1I1 CCN2 CYP21A2 FMN1 SEC31B COL25A1 EIF2AK3 MMP16 TMEM14A SBF2 ALDOC GOLGA8G CERKL CBLN3 NUDT1 GOLGA6L4 IRF7 CLIP3 ALAD RAB3A ATP8B1 FYCO1 RAP1GAP2 BDKRB2 BDKRB1 CREB3L2 ECE1 CHST15 ELANE TRAM1L1 PRSS3 VAMP8 SYT15 VAMP5 LPCAT1 PKDCC CFD HACD4 RRM1 C2CD2L SNX8 RSC1A1 MYC NPC1 MANBA PDIA6 CCDC78 CYTH3 ATP9A ITGA1 HSPA13 SLC6A4 CTSC ARSI ITPR1 PLAT SERPINE1 MGST2 SAR1A TFAP2A RANBP1 RRBP1 SEMA3B F2R ANO8 COL5A3 LIPC MPLKIP MOXD1 ADORA2A AATF CYP26B1 DENND10 EVA1A EXPH5 MEST MCTP1 WNT5B CYB5A SDF2L1 MAGED2 GLT8D1 MARCH4 HEXA OTULINL MBOAT1 CSPG4 CLGN GCNT2 RHBDD1 KDELR2 B2M DMD ABCC6 MXRA8 ASAH1 GASK1A PIGA BRCA2 RANBP17 UCHL1 ACKR2 TNFRSF1B TPST2 CHST12 GPR135 STX3 ANK2 ARL3 PTCH1 F2RL1 NRGN KIFC1 AMPD3 ANGEL1 COL1A2 VASH1 TPST1 CDK1 STC2 DAPK2 HSD17B11 CYP19A1 PRXL2B EIF5A LFNG SYN1 HS3ST5 PLOD3 ADAM10 VEGFA MGAT5 CDNF LY96 FAM156A LTF STK26 GALNT12 EGF ACTN4 RND3 MRVI1 GSDMD CSGALNACT2 COL12A1 FKBP1A TMEM129 COL4A4 ITPRIP FADS2 CPPED1 ANGPTL6 MYORG GRK5 VNN1 BST2 BACE2 EXT2 MYRF ELOVL6 ANXA1 OR51E2 VLDLR FZR1 TMEM187 PPIB CTSD NMT2 TNFAIP6 NAPRT DUSP2 DEGS2 SDC2 DAG1 GDF15 LAMA3 PLAC8 SMIM14 APOB COL4A3 MGAM PLA2G2A COL10A1 FOLR3 SPARCL1 GALNT18 CHST14 DSEL PLD4 TSSK4 CYP17A1 LOXL2 TXLNG CPEB4 MYO1D GPI ATP6V0A4 CPQ ITIH3 VWA1 PCSK4 DNM1 DOK3 GCHFR SEC24A NEDD4L ST3GAL5 YIF1B VPS33B AC090004.1 SLC2A5 COL28A1 UST MAMLD1 NOX4 SEC24D SULF1 CAMLG RPN2 CEMIP CLCN4 RETREG1 MYO18A P4HA1 TM7SF2 GCNT4 ABCA1 POFUT2 LOXL1 XPO1 EXT1 RRAGC SPAG8 GOLGA8R DGKH CES1 VPS51 WNT5A ATAD3B SPP1 PLAAT3 SEPTIN4 PKD2 ITGA8 APBA1 ADAMTS5 SPRY1 HPSE UGGT1 APOL2 DHRS3 VRK1 FGFRL1 PRKAA2 SRGN SLC35G2 CERT1 LAMTOR4 MATN3 TENT4A CLU NHS MMP14 NUP93 DNAJC18 SYT8 LDLR UGT2B15 SCAPER FKBP14 KCNJ2 SCRN1 IGFBP1 OSTF1 CD74 GASK1B HMGCR GPC4 CH25H RAB27B IGFBP7 SYT7 SLC27A3 HS6ST1 MAL2 SSR3 PROS1 PCSK5 COL27A1 TMEM173 CIDEC SELENOP NR4A1 LGMN JAGN1 APOL1 HFE CLIC5 GPC3 SLC27A1 TMEM8B GAS6 TM4SF20 MFSD2A GAL3ST4 CST3 DYNC1H1 PNPLA3 PORCN HSPA8 BBC3 FBN1 ICA1 NUP35 SOD3 CYP39A1 A1BG CLSTN2 PDIA3 ACAP1 AGPAT5 COL18A1 ADRB2 RIF1 RNF24 ORM1 SIRPA ORM2 HYOU1 CYP2S1 COL15A1 KDELR3 INSIG1 ERMARD ACKR3 FKBP1B COL4A6 HERPUD1 SPHK1 COL8A2 C5AR1 LAMB1 RHOV CYP4B1 ST5 ITGB2 COMMD3 CERS6 EBP KSR1 APPL2 XYLT1 FADS3 PDE4D ACAN IGFBP4 REP15 SCARA3 CHAC1 ABCA13 VCAM1 CKAP4 DIAPH1 CD1D ZDHHC1 IGFBP5 LDLRAP1 PTHLH TMED9 PTX3 TMEM38B TRAM1 RHBDF2 LTBR IGFBP3 MAN1C1 SCNN1A ESCO2 PXYLP1 CDC42EP3 CYP4X1 GPX4 TGFBR1 OMD OGN ARMC8 PRCD EXTL1 CCDC91 FTH1 SLC24A5 TMEM98 S1PR1 BRIP1 MALL UGT2B4 SGPL1 FOXRED2 SH3BGRL2 COPG1 IFIT2 CDA RANGAP1 SMOX MAP1LC3A PRKD1 PLP2 SDC1 MFGE8 LCTL CYP1B1 RMDN2 MRAP2 SNCAIP GARS GDPD1 ACLY EHD1 ST6GALNAC2 KNL1 ARHGAP32 PHACTR2 SLC29A3 ACKR1 SYBU MCOLN2 SULT1E1 MX2 VAMP1 VAC14 WNT3 COL4A5 MCOLN3 MAD2L1 TCN2 TGFB1 ABHD4 COL14A1 PMEPA1 VMP1 FN1 TNC DENND6B TMEM119 FGR GJC1 TNIK SPCS3 CORO1C VEGFC CSGALNACT1 TMTC1 TGFBI SSR1 ISLR ATP1A2 SERPINA3 DNER TIMP3 NPC2 ATP8B3 LMNB1 EDNRB PRNP REEP1 CCN1 BTBD8 RASSF2 AQP1 MARCH3 SUN2 RNF180 COL6A3 CBARP ESYT3 PRICKLE1 LMTK2 PTGS1 COL9A2 SEPTIN6 CYP2E1 PRICKLE2 DNASE1L1 CD14 ADCY8 LARGE1 ACACB ANTXR1 CEP70 CALM1 F8 COL11A1 ADAMTS7 SLC2A12 RHOB CAV1 ADRA2C PGM1 PLCB1 AC138811.2 ARL6IP1 REEP2 ELOVL7 DHRS9 COL24A1 PCYOX1L TMEM106C TUBB4B UGGT2 HS1BP3 CAPN1 DIPK1A ELOVL5 BEND5 AGBL4 BRI3 PLD1 DMBT1 COL7A1 NPIPA1 TOR4A PKN3 CLCA2 RAPGEF2 CEP85 MX1 SEC14L1 SLAMF7 NOX5 PLAGL1 CBL SELENOI NEDD9 PLEKHF1 COL4A2 KCNJ6 COL4A1 ADAMTS9 LRP2 HACD1 ID1 PRRC1 PLD2 TMTC4 TBXA2R UBIAD1 RAC2 RAB40A COL16A1 SLC22A18 CDK2 LARS NSMF COL6A1 AJUBA DNAJB9 RNF19B IGFBP6 GALNT16 BCHE IL17RD NDC1 CHPF ACE FGF7 ATP10A TMEM130 LPAR1 TOM1 SOAT2 TRPV4 ANXA6 SERPINB9 OSBPL3 IL12A RSAD2 PNPLA7 NCEH1 SLC2A3 ATP2A1 CSTB RHEBL1 AP1G2 COPB2 DHRS1 GABRB1 TRIM59 RNF26 STMN2 ATP6V1B2 C1QTNF5 SNX18 BCL2L1 TF FSTL3 CDH1 MMD GNAZ PLA2G4C RAB20 FAXDC2 SGK1 TMEM100 RNF144A FBXO6 OBSL1 FURIN RASGRP1 EDN1 RTN2 CNGB1 RAB39B NDST1 CD68 THY1 HMOX1 TLR4 CYP26A1 NUP155 COL6A2 ITGB3 PDIA4 P4HA2 AKAP6 B3GALT2 EBPL MFNG HIP1R GBP1 PRL GBP2 CD177 CLN3 MARCH1 GSAP MOGS TPD52 MLIP CERCAM PGRMC2 FGL2 SULF2 PLCB4 DOP1B ANXA8 MMP8 GBP4 ZC3H12A GBP5 MBOAT7 KDELR1 CALM3 LPCAT2 ANKRD13A BRINP1 WASHC2A XXYLT1 GAPDH SEC23A AMOTL2 GAL3ST3 SYNPO MAP2K2 APOD SLC9B2 ACSL1 HDAC5 LRRC8C LRRC8B CAMK2B AZIN2 TMEM192 MAMDC2 NEO1 TUBA1A HSPA6 FCGR2A RHOBTB3 CDC42EP1 LMTK3 GDNF PPM1L MYOF JPT1 ROGDI ACSL5 SLA CYB5RL LAMP5 LEPROT PDE4DIP SLC35A1 LSS TRIM22 PITPNM2 STX16-NPEPL1 FCRLB CBX5 CHST1 ING2 MUC15 ALG1L ESYT1 NOS1AP UHMK1 MPHOSPH9 SORCS2 RAB9B SERPINI1 CALU PTPRC ALG14 CRELD2 PDE4B SRCAP TMEM132A SRPX BCL2L11 PCSK1 CD38 CHRDL1 CHST2 HVCN1 SPARC SLC9A9 C3orf52 THBS1 HSD17B7 SGIP1 PAK4 AGTRAP WDFY2 TRIM13 UNC13D NDRG2 EPHB1 GOLIM4 GTPBP2 ARRDC4 ITGA5 PLOD2 SLC17A7 SPTLC2 CLCN5 GALNT15 TXNDC16 SYNE2 KLF5 NUP188 ST3GAL6 COL1A1 NFKBIE GPC1 HP CCDC134 DHRS2 GRIN2A BOK IL1B RTN4 GHDC SYNGR1 JAKMIP2 REEP4 FHDC1 GMFG RNF32 P4HA3 NCLN RFTN1 TSNARE1 PTGIS GALNT2 GCA NDRG4 LRRC59 PLAUR KIAA1324 ATP8B4 EBI3 REEP3 STEAP4 CD4 B4GALT5 SLC44A2 MMP24 GPR37 DOCK4 SYT12 RAB3D SLPI RRAGB DHCR24 CHSY1 DISC1 RHOD GRB14 GNRH1 CREG1 MAP3K5 BMF RASSF9 HCK P3H3 MGAT4C ORMDL3 BICD1 MOSMO RNF41 PRKG2 GPAT3 ACTR2 KPNB1 EMP2 CDS1 PLA1A CPE PLSCR1 NOTCH3 NRBP2 NUP58 NEDD4 WLS PCSK9 GSTM2 CTSH RAB31 DOLPP1 RARRES2 AK9 SMAD6 OSBPL7 CHST6 TNK2 CCDC3 LRMP RNF128 LPIN3 WNT7B PIGP MSLN LMO7 SORT1 ITGB1 GLE1 PLCE1 SCRG1 INPP5B IL33 CYP2R1 STEAP2 FGFR2 DMPK SYPL2 GRIA1 TFRC FCGRT STEAP1 ANO7 TMEM214 SHISA2 AC118553.2 TBC1D16 CPA3 BNIP3 PRKG1 ARRB1 SPAAR TMEM131L DKK1 RCBTB2 LY6K AGRN NOTCH1 UGCG OAS1 FGD4 ARFGEF2 OSBPL6 RCN3 EPHA4 GGH RDH5 SYT2 LYNX1 ITSN1 CRACR2A GAA MNS1 PIP4P2 GLCE THBS2 GBGT1 LGR5 LGALS1 RRAGD CSF1 TTPA INSIG2 COL8A1 CHST7 TLR2 RAB11FIP1 VPS37C OST4 PHTF2 CSE1L A2M KBTBD8 LUM DCN ZNRF1 HSD3B7 RYR2 SLC17A5 GCC2 CD109 TIMP2 B3GNT10 PLEKHO2 P3H1 FSTL1 NRROS RNF175 ACTN1 ECM1 ZDHHC15 PPP1R15A FMN2 ITM2C COPZ2 PTPRJ HOXA7 COTL1 ITGAV PTGES RGS20 ADAMTSL4 CCND2 ATP8B2 RACGAP1 POMK PIGZ CREB3L1 MELTF CAVIN1 SLC1A1 RABAC1 PDGFD SLC26A11 NUCB1 XPOT PRRT2 ERP27 PTGER3 SLC6A17 FMO1 CPT1C FMO3 CRISPLD2 AFP FMO2 RBM15 CYP7B1 SPTB PIK3C2B NOTCH2 ULBP2 ULBP1 CTSS CTSK GOLGA3 LDLRAD4 FMO4 BMP1 GIMAP2 VKORC1 FAM241A TMEM59L ERN1 CALCRL SEC22B AC135050.2 PRCP TPCN1 AP1AR ADORA1 CACNA2D1 TFPI FASN RAB30 WWOX CHI3L1 ALG10 CEP83 EOGT TEX2 DDIT3 FMOD PRELP ARHGAP9 PECAM1 ABCA3 LHFPL2 NFASC TRAPPC1 SLC37A2 SEZ6L2 PTGDS CXCL1 PF4 SLC2A1 GLIPR1 RAB3B UBAP1L P4HB AHCTF1 NCS1 FGD6 LMF1 RNF122 ARSB FKBP7 NLRP3 GPR85 RAB15 ARFGEF3 HSPA5 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 ASIC1 CASP4 FTL ASS1 GRAP2 GDPD5 HS3ST3A1 GALNT1 RAB29 VCAN PCYT2 HSD17B6 DLG1 CLEC2D RAB7B GNPNAT1 ARL6IP5 NPTX1 ST3GAL1 ARL17A EHBP1L1 APOC3 FRMPD3 BNIP3L MBOAT2 APOA1 PRDX4 LMNB2 ASAP2 SUMF1 CACYBP B4GALNT1 GABARAP OSBPL5 ADRA1B IL12B SLC10A7 SECTM1 CCDC88A SERPINH1 CLTCL1 CPED1 ADIPOQ DPM3 PITPNM3 PIFO NEMP1 IL6 STEAP1B CIT CYB5R3 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 UGT1A4 MUC1 ABCA2 UGT1A6 GSN SQSTM1 UGT1A8 GALNT5 UGT1A10 OVGP1 SEC16B MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ATP7B NRAS LRP1 VCP TMEM38A ST6GAL1 CRYAB TYRP1 MARCH9 A4GALT ZDHHC14 LRRK2 TMPO B3GNT7 CMTM3 AGPAT4 HSD11B1 WDR77 PRKCA ST6GALNAC3 PDGFRA BCL6 TICAM2 TMED7-TICAM2 ST6GALNAC5 GALNT3 NOD2 GPX7 KCNH1 IKBIP BMP4 CYBA MAP6D1 METTL7A TLCD3B HSD17B2 TLR3 PACSIN2 NTF3 DGAT2 DTX3L JAK2 PPFIA3 SNCA PRLR GRAMD1C NAV3 DPP7 GRIP1 CYTIP SSPN DTL APAF1 ITPR2 ALDOA PIEZO1 GOLGA8A NOTUM OLR1 NGF JUP ZDHHC23 SYT1 GIP QSOX1 CDH2 CABP1 COL3A1 EPHA5 TP63 SLC11A2 MLEC AREG P3H4 ADAMTSL1 CNIH2 NR3C2 CENPF B4GALT2 TRIQK KCNK2 APOC1 APOE AC005670.2 PARM1 GABARAPL1 SGCD PTGFRN FAM3C SLC6A9 TRPM4 FKBP10 MR1 CD9 GKAP1 COL5A2 CYP4F11 PDIA5 TRPM8 TGFB2 KPNA2 P3H2 CYP4V2 PYCARD P2RX7 MGLL PDGFC STOM WDR3 GLUL S100A10 HRNR PDCD1LG2 CD274 HACD2 P2RX4 DUSP10 RAP2B RAB40B SLC40A1 TEX22 FAM20A TRAPPC9 WIPI1 RRS1 ARSG CLSPN CERS1 ALDH3A1 ARHGEF2 AAK1 SSR2 SERAC1 NMNAT2 LMNA EPHA3 DPY19L2 PLIN2 FMO5 IMPDH1 NCF2 AP2M1 B3GNT9 LBR TRAPPC6A CORO1A SLC28A3 FPR1 ARPC5 EPHX1 PSMD2 COLGALT2 GCH1 SYNE1 CAT ANXA2 PARP1 PSEN2 MME COL5A1 ESR1 ABCA5 NTRK2 SEPTIN5 AC000093.1 LGALS3 BST1 EHF ATP2C2 DDX31 PTGS2 PLA2G4A SPX KLHL21 RGMA SEPTIN1 PLK3 TCTEX1D4 MUC13 ST8SIA1
## 926 PARD6B CYFIP2 KDR PKP4 KIT HSP90B1 IQGAP3 DNAJA3 GABBR1 FLRT1 RPS9 B4GALT1 CALR SVIL SCIN CDH6 TNS1 AGER ABCC2 PPP1R9A SYN2 FABP5 PDPN EZR DSP PARD3B PDGFRB PDLIM2 ARHGAP21 TIAM1 EFNA5 MDC1 SHANK2 DAB2 CNN2 CGNL1 PLEKHA7 DNMBP TRPC4 HSPA1A GPER1 ANK3 CDSN CD99 COL13A1 HSPG2 ACTC1 MAP2K1 CD44 EHD3 TSPAN4 CCND1 YWHAQ KAZN HOMER2 NACC1 ARVCF FLRT3 KCNB1 PLAU TENM2 STON2 FZD5 JCAD KLF11 MICALL2 NEU1 AMPH EGFR VCL SCN1B SDCBP LRRC4C CDH24 P2RX6 LPXN CAPN5 FLRT2 FZD4 FERMT3 CLASP2 STX1A ABCA7 JAM2 CHRM2 AKR1B1 RHOA PIK3R1 SLC8A1 PRAG1 CLDN23 C4A RASGRP2 PRR7 PRRT1 PDZD2 SYNGR3 LYPD6 PKP3 FERMT1 COL17A1 OLFM2 IFI30 OCLN FMN1 RIMS1 CBLN3 APBB1IP DACT1 YWHAH LIMS2 ITGA4 VAMP5 FAM107A RSC1A1 C4B TMEM204 CYTH3 ITGA1 ITGA2 SLC6A4 LZTS3 MCTP1 EFNB2 MARCKS SMAD7 SLX4 SLC3A2 CSPG4 ADA ASAP3 HMGA1 B2M DMD MXRA8 SNTA1 STARD8 STX3 ANK2 SIPA1L3 HSPB1 RIMS4 SYN1 ADAM10 VEGFA DLC1 ESAM ACTN4 RND3 PTPRU FRMD6 ANXA1 CLDN15 BAALC STXBP6 CDH7 SHROOM2 PPIB EVL CACNA1C DAG1 MAP4K4 TNS3 FBLN7 CPEB4 DLG2 RIMS2 FHL3 PDLIM7 TCAF2 AFDN PCDHGA12 INSYN1 NOX4 MIOS AL139260.3 FZD1 SYNPO2 PKD2 ITGA8 PALLD DTNA FGFRL1 CDH18 ERC2 ARHGEF5 NHS MMP14 SPTBN2 KCNJ2 USP53 TEK PPL ITGA11 SYT7 WTIP DPP4 GRASP CCN3 NRN1 TM4SF20 GJD3 SPRY4 HSPA8 ICA1 CLMP PDIA3 HYOU1 PODXL ILK CORO2B FAP SPHK1 MYH9 AGO2 TNS4 GRID1 ATP23 NAMPT ICAM1 PSD3 FLNA TBC1D2 ARHGAP26 ESCO2 TGFBR1 MYH1 CAMK2N1 VIM FZD2 TES PRKD1 NFIA SSX2IP ARHGAP32 CADM3 GRIN3B GABBR2 VAMP1 EPB41L4B GABRE MPP4 CDH4 KRT18 KRT8 LDB3 TNC PPP1R13L GJC1 IGSF9 RGS17 CDH10 CORO1C PIANP PATJ AFAP1L1 ATP1A2 NPHP1 PDLIM1 BTBD8 NLGN2 CBARP AHNAK SNTB1 ADCY8 MRC2 TJP2 TNS2 EPB41L5 RHOB CAV1 LIMS4 PARD6A TRPC6 KCTD16 CAPN1 SRPX2 BAIAP2L1 TLE2 LAMA1 CLCA2 RAPGEF2 MCAM HOXD4 CBL FRMD5 NEDD9 FHL1 FAT1 RAC2 COL16A1 F11R MUSK NSMF SCHIP1 ENG HSPA9 AJUBA DES MAP1B TMEM47 AMOT GAP43 TRPV4 ANXA6 CDH3 PTPRM GABRB1 C1QTNF5 BCL2L1 CDH1 RIMS3 LZTS1 CD151 OBSL1 PHLDB2 GJA3 THY1 ECT2 ACTB GJB2 SH2D5 ITGB3 AKAP6 FSCN1 VASP FRRS1L AMOTL2 CFL1 SYNPO NECTIN1 MAP2K2 SLC9B2 MAGI1 CAMK2B CADPS2 CDC42EP1 ITGB4 ROGDI LAMP5 RPL3 TRIM29 SLITRK1 SORCS2 DDR2 CNN3 PTPRC PAK4 OXTR ITGA5 SLC17A7 AFAP1 SYNE2 TSPAN9 LASP1 MYADM GRIN2A LRFN1 RTN4 SYNGR1 LRRC4 SYNM PLXDC1 PLAUR COLQ PROCR FLNC SYT12 DISC1 LAYN MYO1E HCK ALCAM PLXNA3 ACTR2 CHRNA6 CSRP1 PDXP SH3BP1 SCN2A FLNB TNK2 ATP1B1 EPPK1 LMO7 ITGB1 ATP2B1 SHANK1 ARPC1B GRIA1 STEAP1 KCND2 ANO7 PDLIM3 GRIK2 PANX2 AGRN CDCA3 NOTCH1 ARFGEF2 EPHA4 ARHGAP22 SYT2 ITSN1 SPTBN4 MAPRE2 TRIOBP ZNRF1 SLC17A5 RRAS CHRM3 ACTN1 MPP7 PDZRN3 PTPRJ ITGAV CLDN11 CADM1 SORBS1 SLC1A1 RABAC1 PRRT2 SLC6A17 CPT1C SCN4B AJM1 RAI14 LIMS1 PKP2 EPHA2 DDX58 CDH8 PECAM1 AMOTL1 NFASC CDH11 SLC2A1 MAGI3 PCLO P4HB NCS1 ARHGAP24 KIF23 HSPA5 MAGI2 ADGRL3 CCNF DLG1 SORBS2 JAG1 ARHGEF9 CLDN7 HOMER1 PVR LIMA1 BAIAP2 GSN KCTD12 NPHP4 NRP1 LRP1 CNN1 LRRK2 PLEKHG5 SAPCD2 DIXDC1 IRF6 SIPA1L1 PDGFRA KLHL24 KCNH1 CYBA PCDH9 CSRP2 PACSIN2 JAK2 SNCA ADGRL1 GRIP1 SHROOM3 CDH13 CNTNAP1 SSPN SCN1A ANKS1B PMP22 JUP CGN SYT1 SORBS3 CDH2 CABP1 EPHA5 PPP1R12A CNIH2 PTK2B AKAP12 CD9 FLCN ITGA6 CLDN1 P2RX7 CLDN16 NEXN P2RX4 RAP2B LIN7A ARHGEF2 WNK4 SMAGP SAMD4A TGFB1I1 CORO1A ENAH XIRP1 ARPC5 CAT ANXA2 DRP2 PPFIBP1 MME ACTG1 HMCN1 NTRK2 GJA5 PDLIM5 HEG1
## 470 PKP4 HSP90B1 FLRT1 RPS9 CALR SVIL CDH6 TNS1 EZR DSP PARD3B PDGFRB PDLIM2 EFNA5 MDC1 DAB2 CNN2 PLEKHA7 HSPA1A CD99 HSPG2 ACTC1 MAP2K1 CD44 EHD3 TSPAN4 YWHAQ ARVCF FLRT3 PLAU JCAD KLF11 EGFR VCL SDCBP CDH24 LPXN CAPN5 FLRT2 CLASP2 RHOA PRAG1 PKP3 FERMT1 FMN1 APBB1IP LIMS2 ITGA4 FAM107A TMEM204 CYTH3 ITGA1 ITGA2 SLC6A4 EFNB2 MARCKS SMAD7 CSPG4 ASAP3 HMGA1 B2M STARD8 HSPB1 ADAM10 VEGFA DLC1 ESAM ACTN4 RND3 ANXA1 STXBP6 CDH7 SHROOM2 PPIB EVL DAG1 MAP4K4 TNS3 FBLN7 FHL3 PDLIM7 AFDN NOX4 FZD1 SYNPO2 ITGA8 PALLD CDH18 NHS MMP14 TEK ITGA11 WTIP DPP4 TM4SF20 SPRY4 HSPA8 PDIA3 HYOU1 ILK CORO2B FAP MYH9 TNS4 ICAM1 FLNA ARHGAP26 VIM FZD2 TES SSX2IP MPP4 CDH4 KRT18 LDB3 TNC CDH10 CORO1C PIANP NPHP1 PDLIM1 AHNAK SNTB1 MRC2 TJP2 TNS2 EPB41L5 RHOB CAV1 LIMS4 CAPN1 BAIAP2L1 TLE2 MCAM CBL FRMD5 NEDD9 FHL1 FAT1 RAC2 ENG HSPA9 AJUBA DES TMEM47 TRPV4 ANXA6 CDH3 PTPRM CDH1 CD151 PHLDB2 THY1 ACTB ITGB3 VASP CFL1 NECTIN1 MAP2K2 MAGI1 CDC42EP1 RPL3 TRIM29 DDR2 CNN3 PTPRC PAK4 OXTR ITGA5 AFAP1 SYNE2 TSPAN9 LASP1 SYNM PLAUR PROCR FLNC LAYN MYO1E HCK ALCAM ACTR2 CSRP1 SH3BP1 FLNB TNK2 LMO7 ITGB1 ARPC1B PDLIM3 CDCA3 NOTCH1 EPHA4 ARHGAP22 SPTBN4 MAPRE2 TRIOBP RRAS ACTN1 MPP7 ITGAV SORBS1 AJM1 LIMS1 PKP2 EPHA2 CDH8 NFASC CDH11 P4HB ARHGAP24 KIF23 HSPA5 DLG1 SORBS2 JAG1 PVR LIMA1 BAIAP2 GSN NRP1 LRP1 CNN1 DIXDC1 KLHL24 CYBA CSRP2 PACSIN2 JAK2 SHROOM3 CDH13 JUP SORBS3 CDH2 EPHA5 PPP1R12A PTK2B AKAP12 CD9 ITGA6 NEXN LIN7A ARHGEF2 TGFB1I1 ENAH XIRP1 ARPC5 CAT ANXA2 PPFIBP1 MME ACTG1 HMCN1 PDLIM5
## 2609 PKP4 HSP90B1 FLRT1 RPS9 B4GALT1 CALR SVIL CDH6 TNS1 EZR DSP PARD3B PDGFRB PDLIM2 EFNA5 MDC1 DAB2 CNN2 PLEKHA7 HSPA1A CDSN CD99 HSPG2 ACTC1 MAP2K1 CD44 EHD3 TSPAN4 YWHAQ KAZN ARVCF FLRT3 PLAU JCAD KLF11 EGFR VCL SDCBP CDH24 LPXN CAPN5 FLRT2 CLASP2 RHOA PRAG1 PKP3 FERMT1 FMN1 APBB1IP LIMS2 ITGA4 FAM107A TMEM204 CYTH3 ITGA1 ITGA2 SLC6A4 EFNB2 MARCKS SMAD7 CSPG4 ASAP3 HMGA1 B2M STARD8 HSPB1 ADAM10 VEGFA DLC1 ESAM ACTN4 RND3 ANXA1 STXBP6 CDH7 SHROOM2 PPIB EVL DAG1 MAP4K4 TNS3 FBLN7 FHL3 PDLIM7 AFDN NOX4 FZD1 SYNPO2 ITGA8 PALLD CDH18 NHS MMP14 TEK PPL ITGA11 WTIP DPP4 TM4SF20 SPRY4 HSPA8 PDIA3 HYOU1 ILK CORO2B FAP MYH9 TNS4 ICAM1 FLNA ARHGAP26 VIM FZD2 TES SSX2IP MPP4 CDH4 KRT18 LDB3 TNC CDH10 CORO1C PIANP NPHP1 PDLIM1 AHNAK SNTB1 MRC2 TJP2 TNS2 EPB41L5 RHOB CAV1 LIMS4 CAPN1 BAIAP2L1 TLE2 MCAM CBL FRMD5 NEDD9 FHL1 FAT1 RAC2 ENG HSPA9 AJUBA DES TMEM47 TRPV4 ANXA6 CDH3 PTPRM CDH1 CD151 PHLDB2 THY1 ACTB ITGB3 VASP CFL1 NECTIN1 MAP2K2 MAGI1 CDC42EP1 RPL3 TRIM29 DDR2 CNN3 PTPRC PAK4 OXTR ITGA5 AFAP1 SYNE2 TSPAN9 LASP1 SYNM PLAUR PROCR FLNC LAYN MYO1E HCK ALCAM ACTR2 CSRP1 SH3BP1 FLNB TNK2 LMO7 ITGB1 ARPC1B PDLIM3 CDCA3 NOTCH1 EPHA4 ARHGAP22 SPTBN4 MAPRE2 TRIOBP RRAS ACTN1 MPP7 ITGAV SORBS1 AJM1 LIMS1 PKP2 EPHA2 CDH8 NFASC CDH11 P4HB ARHGAP24 KIF23 HSPA5 DLG1 SORBS2 JAG1 PVR LIMA1 BAIAP2 GSN NRP1 LRP1 CNN1 DIXDC1 KLHL24 CYBA CSRP2 PACSIN2 JAK2 SHROOM3 CDH13 JUP SORBS3 CDH2 EPHA5 PPP1R12A PTK2B AKAP12 CD9 ITGA6 NEXN LIN7A ARHGEF2 TGFB1I1 ENAH XIRP1 ARPC5 CAT ANXA2 PPFIBP1 MME ACTG1 HMCN1 PDLIM5
## 2251 KCNG1 HLA-F PARD6B TBC1D10C SLC16A9 LRRC32 KDR PKP4 KIT PEAR1 GFRA1 INSRR ACVR1 STAB2 IQGAP3 IGF1 DNAJA3 TMC4 SLC22A18 DUOX1 GABBR1 HIP1 FZD8 HLA-B KCNIP3 SLC6A8 HLA-E FLRT1 B4GALT1 CALR MUC12 SEMA3A SVIL RAB26 TLR1 TLR6 SYTL3 CDH6 AGER TYRO3 SLC43A2 ALPK2 PCDH18 ROS1 ABCC2 SLC7A11 MICA FABP5 PDPN CD70 EZR DSP PLXNA4 PARD3B SLC39A8 PDGFRB KCNS2 TIAM1 EFNA5 EVC2 ROM1 SHANK2 LGR4 MUC20 SLC46A3 BMPR1B NOTCH4 P2RX5 ANK1 TRPC4 CD320 GPER1 ANK3 TPM1 CD99 PKD1 COL13A1 SLC7A1 HSPG2 HCN1 CD44 SLC26A6 SLCO4A1 EHD3 TSPAN4 HOMER2 HRH2 HBEGF FLRT3 GRAMD1A TCIRG1 KCNB1 ROR2 GPNMB TENM2 ENOX1 EPHB6 CSF2RA IL7R FZD5 KCNK6 JCAD NDE1 CYS1 AMPH EGFR SCN1B KCNE4 CALHM2 SPTBN5 HLA-A TGFB3 SDCBP FLVCR2 SLC13A4 LRRC4C CDH24 P2RX6 CEMIP2 LY75 HLA-DRB1 SLC5A6 WWC1 LY6G5B TNFRSF9 ITPR3 HLA-DMA CATSPERG FLRT2 FZD4 TNFRSF11A CLASP2 STX1A OR2A4 ABCA7 CAVIN3 ERRFI1 TPBG CFLAR RAB11FIP2 KCNS3 SLC16A11 IL1RAPL1 KCND1 AL121845.2 JAM2 KCNMB1 CHRM2 VTN TRPM2 NRP2 DDR1 TREH CNNM4 EPHB2 PLXNB3 RHOA LRP5 PSD HTR1B KIF20A AL669918.1 ENPP1 NLRP10 SLC45A1 RAPGEF6 SLC8A1 CA9 SLC5A3 SERPINE2 DGKI GPR68 RASGRP2 PRR7 SAMHD1 HEPH FERMT1 COL17A1 NOXO1 SLC38A3 OLFM2 COL25A1 GNAI2 MMP16 RIMS1 BMP2 LRFN5 NPY4R APBB1IP DRD4 GAS1 GPR17 ATP8B1 ITGA4 BDKRB2 BDKRB1 CXCR6 ECE1 VAMP5 EDA2R TNFRSF14 FAM107A C2CD2L CASP10 SLC1A3 NPC1 GPR75 TACR1 KCNMA1 EPS8L2 SPIRE1 CYTH3 ITGA1 GGT5 ITGA2 SLC6A4 F2RL2 GPR65 GPR39 SEMA3B F2R TSPAN13 PLXNB1 RTN4RL1 ABCC1 ADORA2A AQP9 NAIP TMEM150A PCDHA3 LZTS3 SLC17A9 PCDHA12 EFNB2 PCDHAC2 SLC4A4 KIF18A SLC14A1 SLC7A8 SMAD7 FOSL1 SLC3A2 CSPG4 ADA SLC14A2 TRPV3 B2M DMD ABCC6 MXRA8 GASK1A ACKR2 SNTA1 ANKH ARHGEF4 STX3 ANK2 SIPA1L3 PTCH1 F2RL1 NRGN CAPN3 KCNK15 SPATA13 RIMS4 ADAM10 CNKSR2 DLC1 LY96 KCNA4 STK26 NAALADL1 FKBP1A FADS2 PTPRU BST2 NPR3 TGFBR2 ANXA1 CLDN15 BAALC P2RY11 S1PR3 CDH7 SHROOM2 SLC1A2 PCDHB3 PCDHB11 PCDHB7 PCDHB12 PCDHB10 PCDHB16 PCDHB14 PCDHB15 P2RY6 CACNA1C DAG1 MGAM FOLR3 SLC7A7 PLEKHA1 CALHM6 CPEB4 DLG2 SEMA4G MYO1D RIMS2 GPI ATP6V0A4 KCNJ15 PCDH17 DNM1 SLC4A11 SLC38A1 ST3GAL5 NTRK3 CYBRD1 GSR PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 PCDHGB1 PCDHGA12 NINJ2 SLC2A5 PCDHGA2 PCDHGA1 MYO10 INSYN1 PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 NOX4 PCDHGA9 PCDHGA11 PCDHGB2 ADGRG6 SLC38A5 SLC26A4 CLCN4 CD82 TM7SF2 ABCA1 CALHM5 GPR157 AL139260.3 OPRL1 BTN3A2 GPR35 PKD2 ITGA8 SLC4A5 DTNA DHRS3 CXCL12 SLC35G2 SLC18B1 CDH18 ERC2 GHR NHS SLC38A4 MMP14 STC1 SPTBN2 LDLR DUSP3 ACVRL1 LAPTM5 KCNJ2 C7 CELSR1 SCN7A CD74 TEK PLPP4 TSPAN18 ACVR1B ITGA11 GPC4 RAB27B SLCO5A1 KCNAB1 SYT7 BTN2A2 HS6ST1 MAL2 DPP4 GRASP HFE CLIC5 GPC3 SLC27A1 NRN1 MFSD2A GJD3 PORCN SPRY4 CLSTN2 ADRB2 MAPT SIRPA PODXL SLC19A1 APBB1 SEMA4B FAP WNT2 ACKR3 NME1 C5AR1 C5AR2 SLC4A7 HPGD ITGB2 MYH9 CDKL5 IL1R1 EBP CD163L1 KSR1 SLC6A6 AXL APPL2 PDE4D GRID1 ICAM4 IL1RL2 VCAM1 ICAM1 STAC2 IGFBP2 CACNA2D2 IL1RL1 KANK1 DIAPH1 IL18R1 RASGRP3 DOCK8 CD1D PSD3 LDLRAP1 PCDH19 LRP8 SCNN1A TGFBR1 CAMK2N1 PRCD OCLN BEST1 RXFP1 S1PR1 SLC12A1 ICAM5 PLPP2 SDC1 MFGE8 SNCAIP ADGRG2 ICAM3 EHD1 ARHGAP32 IL18RAP CADM3 PTPRH ADGRG1 GRIN3B MTSS2 SLC22A17 GABBR2 PLK4 CMKLR1 MX2 VAMP1 GABRE KIF17 CDH4 FCRL6 PILRB PTPN3 TNFSF15 KRT8 FN1 FGR SELPLG TM2D1 GJC1 KCNQ5 TNIK ADRA1D CDH10 CORO1C TRABD2B PIANP PATJ ATP1A2 SSH1 CACNB3 EDNRB PRNP BTBD8 NLGN2 AQP1 MPP2 RGS7BP ESYT3 MEGF10 AHNAK LMTK2 SEPTIN6 SNTB1 SCART1 CD14 ADCY8 ANTXR1 NRCAM SLC2A12 EPB41L5 RHOB CAV1 ADRA2C TENM3 TRPA1 REEP2 EFCAB7 SLC43A3 PARD6A TRPC6 KCTD16 HHIP KLRK1 MET CD248 SRPX2 PLD1 HAS2 DMBT1 C6 STRA6 CLCA2 RAPGEF2 NOXA1 MX1 ROR1 CACHD1 MCAM NOX5 CBL CD37 THBD KCNJ6 SCARA5 FAT1 LRP2 SLC16A14 TBXA2R MUSK TSPAN11 NSMF ENG SSTR1 AMOT ACE IFIT5 GAP43 GPR3 TMEM130 PHLPP2 LPAR1 TRPV4 TNFSF10 HTR2C SLC2A3 SLC16A12 CDH3 TNFSF12 PTPRM GABRB1 KCNQ3 ATP6V1B2 C1QTNF5 SNX18 TF CAVIN4 CDH1 NPY1R RGS2 MMD RIMS3 GNAZ LZTS1 CD151 KLRC2 INHA RTN2 PTPRF CNGB1 GJA3 THY1 HMOX1 TLR4 ECT2 GJB2 PLB1 TRPC3 SH2D5 ABCB1 SLC22A4 ITGB3 CYSLTR1 AKAP6 FSCN1 CATSPER1 HIP1R BBS1 CD177 CLN3 VASP SLC20A1 SLCO2A1 GNG2 SEMA7A APBA1 CALM3 TRABD2A AMOTL2 CFL1 SYNPO F3 KCNJ14 NECTIN1 MAP2K2 MASTL GYPC SLC9B2 LTB4R LTB4R2 LRRC8C LRRC8B SLC16A5 CADPS2 NEO1 ERBB3 LAG3 MYOF KCNK3 ASPM ITGB4 ROGDI SLA SEMA6B LEPR ADAM22 LAMP5 ITGB8 SPRY2 GPSM2 SLC35A1 HTR2A CEP55 SLC38A6 RTN4RL2 ENTPD1 ESYT1 NOS1AP SLITRK1 PLPP1 SORCS2 DDR2 MMP15 PTGIR PTPRC TMC7 PDE4B ACVR2B CD38 CD24 HVCN1 THBS1 SLC43A1 SGIP1 PTGER2 SLITRK6 EPHB1 TGFBR3 OXTR ITGA5 MDGA1 SLC17A7 DCBLD2 CLCN5 SYNE2 TSPAN9 PLXND1 GPC1 EFNB3 MFSD3 GRIN2A LRFN1 CSF1R LRRC4 GNAO1 PLCD3 ADGRB2 IGF1R PTGIS NDRG4 PLPPR4 KCNH7 SLC16A2 PLAUR KIAA1324 TNFRSF13C MAP7 RAET1E SLC1A4 EBI3 SLC2A9 CD4 PROCR MMP24 FLT3LG GPR37 SLC4A3 DISC1 TENM4 MAP3K5 HTR7 DCTN3 LIFR SLC1A5 SLC20A2 HCK CA11 SCARB1 RAMP1 MOSMO CNR1 KCNE3 PRKG2 ALCAM PLXNA3 CHRNA6 EMP2 PLSCR1 CD200 SCN3A OSMR PDXP SH3BP1 NEDD4 WLS PCSK9 RAB31 SCN2A TNK2 PALM LRMP PLPPR2 ATP1B1 EPPK1 LMO7 ITGB1 ATP2B1 NRG1 EPOR FSD1 SHANK1 PTH1R FGFR2 GRIA1 TFRC ENPEP FCGRT STEAP1 ADRA2A KCND2 AMIGO1 AGTR1 AC118553.2 ABCG2 SLC24A3 GRIK2 ARRB1 GPR137B LRP4 LPAR6 NOTCH1 SEMA3C IL11RA EPHA4 KCNN4 ITGA7 TSPAN12 GPRC5A TSPAN8 LGR5 PROM2 AKAP5 HSPA2 ASIC3 TLR2 RIPOR2 PRRT1 ADGRD1 APCDD1 SLC17A5 ATF4 NRXN3 PLEKHA4 PCDH10 CHRM3 MPP7 PTPRJ ITGAV RACGAP1 OPN3 MYH10 MELTF IL6R CAVIN1 CADM1 SORBS1 SLC1A1 SLC26A11 PRRT2 STAC PTGER3 SLC6A17 EMILIN1 CPT1C KCNC4 CAVIN2 SCN4B AJM1 SPTB NOTCH2 TRHDE ULBP2 ULBP1 SLC16A4 CRLF1 RGMB EPHA2 CALCRL ADORA1 SCN2B CACNA2D1 TFPI DDX58 CDH8 PTPRO IFNGR1 ATP2B4 C1QTNF1 PECAM1 AMOTL1 G6PD NFASC ULBP3 MILR1 SLC37A2 TM4SF1 CDH11 SLC2A1 P4HB NCS1 TNFSF4 SEMA6C TRAF1 ANPEP ASIC1 SLC39A10 TMEM150C PTPN22 SEMA3E ADGRL3 C5 DLG1 CLEC2D SORBS2 CD83 NPY2R JAG1 ARHGEF9 ROBO2 CLDN7 HOMER1 KRT19 SLC26A10 ADRA1B IL12B SLC10A7 CLTCL1 EFNA4 EFNA3 EFNA1 ADCY7 EVI2B LIMA1 SLC7A5 ABCC3 PAPPA2 IL6 CIT FYN BAIAP2 UGT1A1 ASTN1 MUC1 ABCA2 KCTD12 RGS9 NRP1 ATP7B IL27RA GNG7 LRP1 CRYAB CLEC2B PLXNA2 DCLK1 LRRK2 CLEC12B SAPCD2 TIE1 EDNRA PRKCA TNFRSF25 SIPA1L1 PDGFRA TICAM2 NOD2 KCNH1 CYBA PCDH9 TLR3 TRAF5 EPGN PACSIN2 KCND3 JAK2 BCAM PRLR ADGRL1 EREG GRIP1 SHROOM3 GNAL CDH13 CNTNAP1 SSPN PDZK1 PIEZO1 CD160 PACC1 SCN9A TSPAN2 SCN1A OLR1 ACVR1C VANGL1 ANKS1B JUP ITGA10 SYT1 CDH2 CABP1 EPHA5 SLC11A2 CNIH2 PTK2B KCNK2 GABARAPL1 SGCD SLC6A9 TRPM4 MR1 ZNRF3 CD9 TRPM8 ITGA6 KPNA2 CLDN1 P2RX7 STOM S100A10 PDCD1LG2 CD274 SLC2A6 HTR1F P2RX4 IL1RAP MYLK P2RY1 SLC40A1 LIN7A SLC16A6 ARHGEF2 AAK1 PTGFR SLCO1B3 EPHA3 ERBB4 NCF2 EPHB3 AP2M1 HAS1 CORO1A SLC28A3 NTNG2 CX3CR1 ORAI1 SLCO1A2 SLC4A8 SYNE1 ADGRL4 ANXA2 DRP2 PSEN2 MME HMCN1 NTRK2 LGALS3 SCN8A GEM ATP2C2 PTGS2 GJA5 KCNJ8 PDLIM5 MUC13 HEG1 ABCC9
## 2226 ADAMTS13 HLA-F PIGH HHAT HSP90B1 BGLAP HLA-B FAM20C HLA-E FLRT1 CALR IL15RA RDH10 PENK PDGFA TYRO3 TAP2 CYP2U1 PIGW COL11A2 TXNDC5 SGPP2 NOTCH4 C3 SQLE GPER1 TRDN TAP1 COL13A1 SEC61G LAMB2 TMEM178A ELOVL3 MOSPD3 USE1 EPM2A FLRT3 CTAGE1 GRAMD1A SEL1L2 SLC39A7 GANAB DBI POGLUT2 DHCR7 EGFR SEC13 ARSD HLA-A SDCBP SERP2 ARSE NUP210 HLA-DRB1 AC012254.2 SEC11C ITPR3 MANF FLRT2 PARP8 PRSS23 PLCD4 OSTC SCG2 ARSJ RAB9A SCD SLC16A11 JPH2 ALOX5AP SREBF1 PKMYT1 EMC9 BCL2 MRAP TBXAS1 RHOA AL669918.1 PIK3R1 KDSR UBXN1 CYP3A5 C4A LMAN1 BSCL2 IFI27 EMC1 PLOD1 COL17A1 CYP21A2 FMN1 SEC31B COL25A1 EIF2AK3 TMEM14A CREB3L2 TRAM1L1 LPCAT1 HACD4 C2CD2L PDIA6 CTSC ARSI ITPR1 MGST2 SAR1A RRBP1 ANO8 COL5A3 LIPC MOXD1 CYP26B1 EVA1A MEST MCTP1 WNT5B CYB5A SDF2L1 OTULINL MBOAT1 CLGN RHBDD1 KDELR2 B2M ABCC6 MXRA8 PIGA UCHL1 COL1A2 CDK1 STC2 CYP19A1 EIF5A PLOD3 ADAM10 MRVI1 COL12A1 FKBP1A TMEM129 COL4A4 FADS2 MYORG EXT2 MYRF ELOVL6 PPIB DEGS2 SDC2 DAG1 SMIM14 APOB COL4A3 PLA2G2A COL10A1 SPARCL1 PLD4 CYP17A1 VWA1 SEC24A YIF1B COL28A1 NOX4 SEC24D RPN2 CLCN4 RETREG1 P4HA1 TM7SF2 ABCA1 POFUT2 EXT1 CES1 WNT5A SPP1 PKD2 ADAMTS5 UGGT1 APOL2 DHRS3 CERT1 MATN3 CLU DNAJC18 UGT2B15 FKBP14 IGFBP1 CD74 HMGCR CH25H IGFBP7 SSR3 PROS1 COL27A1 TMEM173 JAGN1 APOL1 GPC3 GAS6 TM4SF20 MFSD2A CST3 PNPLA3 PORCN FBN1 CYP39A1 CLSTN2 PDIA3 AGPAT5 COL18A1 HYOU1 CYP2S1 COL15A1 KDELR3 INSIG1 ERMARD FKBP1B COL4A6 HERPUD1 COL8A2 LAMB1 CYP4B1 CERS6 EBP KSR1 FADS3 IGFBP4 SCARA3 CKAP4 CD1D IGFBP5 TMED9 TMEM38B TRAM1 RHBDF2 IGFBP3 CYP4X1 EXTL1 TMEM98 UGT2B4 SGPL1 FOXRED2 COPG1 PLP2 MFGE8 LCTL CYP1B1 MRAP2 GDPD1 ARHGAP32 WNT3 COL4A5 ABHD4 COL14A1 FN1 TNC TMEM119 GJC1 SPCS3 SSR1 ATP8B3 REEP1 CCN1 RNF180 COL6A3 ESYT3 PTGS1 COL9A2 CYP2E1 F8 COL11A1 ADAMTS7 CAV1 AC138811.2 ARL6IP1 REEP2 ELOVL7 DHRS9 COL24A1 TMEM106C UGGT2 DIPK1A ELOVL5 PLD1 COL7A1 TOR4A MX1 NOX5 SELENOI COL4A2 COL4A1 HACD1 PLD2 UBIAD1 COL16A1 COL6A1 DNAJB9 RNF19B BCHE ATP10A SOAT2 OSBPL3 IL12A RSAD2 NCEH1 ATP2A1 COPB2 TRIM59 RNF26 TF FSTL3 PLA2G4C FAXDC2 SGK1 FBXO6 RASGRP1 EDN1 RTN2 HMOX1 CYP26A1 COL6A2 PDIA4 P4HA2 AKAP6 EBPL CLN3 MARCH1 MOGS CERCAM ZC3H12A MBOAT7 KDELR1 LPCAT2 XXYLT1 SEC23A ACSL1 LRRC8C LRRC8B CAMK2B PPM1L ACSL5 CYB5RL LSS ESYT1 NOS1AP CALU ALG14 TMEM132A CHRDL1 C3orf52 THBS1 HSD17B7 AGTRAP TRIM13 PLOD2 SPTLC2 TXNDC16 SYNE2 COL1A1 BOK RTN4 REEP4 P4HA3 NCLN PTGIS GALNT2 NDRG4 LRRC59 PLAUR EBI3 REEP3 CD4 GPR37 DHCR24 GNRH1 MAP3K5 ORMDL3 RNF41 GPAT3 KPNB1 CDS1 NOTCH3 WLS PCSK9 DOLPP1 OSBPL7 LRMP LPIN3 WNT7B PIGP MSLN SORT1 CYP2R1 DMPK GRIA1 TMEM214 SHISA2 NOTCH1 OSBPL6 RCN3 RDH5 LGALS1 CSF1 INSIG2 COL8A1 OST4 HSD3B7 RYR2 P3H1 FSTL1 NRROS RNF175 PPP1R15A FMN2 COPZ2 PTGES ADAMTSL4 ATP8B2 POMK PIGZ CREB3L1 MELTF PDGFD NUCB1 ERP27 FMO1 CPT1C FMO3 AFP FMO2 CYP7B1 NOTCH2 FMO4 VKORC1 ERN1 SEC22B ALG10 EOGT SLC37A2 SEZ6L2 PTGDS P4HB LMF1 ARSB FKBP7 HSPA5 TMCC2 CASP4 GDPD5 GALNT1 VCAN PCYT2 DLG1 ARL6IP5 MBOAT2 APOA1 SUMF1 OSBPL5 IL12B SLC10A7 SERPINH1 DPM3 IL6 CYB5R3 FYN UGT1A1 STT3A UGT1A7 UGT1A9 UGT1A4 UGT1A6 UGT1A8 UGT1A10 SEC16B ALDH3A2 SCD5 VCP TMEM38A LRRK2 AGPAT4 HSD11B1 GPX7 IKBIP BMP4 CYBA TLCD3B HSD17B2 TLR3 DGAT2 GRAMD1C ITPR2 PIEZO1 NOTUM GIP QSOX1 CDH2 COL3A1 MLEC AREG ADAMTSL1 CNIH2 NR3C2 TRIQK KCNK2 APOE AC005670.2 PTGFRN FKBP10 MR1 COL5A2 CYP4F11 PDIA5 TRPM8 P3H2 CYP4V2 MGLL PDGFC HACD2 ARSG CERS1 SSR2 FMO5 LBR SLC28A3 EPHX1 COLGALT2 PSEN2 COL5A1 PTGS2 PLA2G4A
## 2214 COL11A2 LAMB2 COL5A3 ADAMTS10 COL1A2 COL12A1 COL4A4 LAMA3 COL4A3 MFAP4 COL27A1 FBN1 COL15A1 COL4A6 LAMB1 ACAN COL4A5 COL14A1 TNC COL11A1 THSD4 FBLN5 LAMA1 COL7A1 COL4A2 COL4A1 LAMA5 MFAP5 FBN2 COL1A1 FBLN1 ELN COL8A1 MEGF9 LUM EMILIN1 NTN4 LAMB3 COL3A1 COL5A2 MFAP2 LAMC2 COL5A1
## 375 ADAMTS13 HLA-F PIGH HHAT KDR CRABP2 HSP90B1 BGLAP DUOX1 HLA-B FAM20C KCNIP3 HLA-E FLRT1 CALR IL15RA RDH10 PENK PDGFA TYRO3 CCN6 SLC7A11 FIBIN TAP2 CYP2U1 PIGW COL11A2 TXNDC5 SGPP2 DIAPH2 NOTCH4 ANK1 C3 HSPA1A CD320 SQLE GPER1 TRDN ANK3 PKD1 TAP1 COL13A1 SEC61G MAP2K1 SLC26A6 LAMB2 ATP11A TMEM178A ELOVL3 MOSPD3 USE1 EPM2A FLRT3 CTAGE1 GRAMD1A SEL1L2 SLC39A7 GANAB TENM2 DBI POGLUT2 DHCR7 EGFR SEC13 ARSD RASD1 EHD4 HLA-A SDCBP SERP2 ARSE NUP210 FKBP9 HLA-DRB1 AC012254.2 SEC11C ITPR3 MANF FLRT2 PARP8 PRSS23 PLCD4 OSTC NUCB2 SCG2 ARSJ ABCA7 RAB9A TPBG SCD SLC16A11 PRKCE JPH2 ALOX5AP VTN SREBF1 SYNE3 PKMYT1 EMC9 B3GALT5 BCL2 MRAP TBXAS1 RHOA NT5C3A LRP5 AL669918.1 PIK3R1 PTN KDSR UBXN1 CYP3A5 C4A LMAN1 BSCL2 B3GALT4 F12 IFI27 PDZD2 EMC1 PLOD1 HK2 GLYATL2 COL17A1 CYP21A2 FMN1 SEC31B COL25A1 EIF2AK3 TMEM14A CERKL CBLN3 ATP8B1 BDKRB1 CREB3L2 TRAM1L1 LPCAT1 HACD4 C2CD2L MYC NPC1 PDIA6 CCDC78 HSPA13 CTSC ARSI ITPR1 MGST2 SAR1A RRBP1 SEMA3B ANO8 COL5A3 LIPC MOXD1 CYP26B1 EVA1A MEST MCTP1 WNT5B CYB5A SDF2L1 OTULINL MBOAT1 CLGN RHBDD1 KDELR2 B2M ABCC6 MXRA8 GASK1A PIGA UCHL1 TPST2 ANGEL1 COL1A2 VASH1 CDK1 STC2 HSD17B11 CYP19A1 PRXL2B EIF5A PLOD3 ADAM10 CDNF MRVI1 COL12A1 FKBP1A TMEM129 COL4A4 FADS2 MYORG BACE2 EXT2 MYRF ELOVL6 PPIB DEGS2 SDC2 DAG1 LAMA3 SMIM14 APOB COL4A3 PLA2G2A COL10A1 SPARCL1 PLD4 CYP17A1 LOXL2 CPEB4 MYO1D CPQ VWA1 SEC24A YIF1B COL28A1 NOX4 SEC24D SULF1 CAMLG RPN2 CEMIP CLCN4 RETREG1 P4HA1 TM7SF2 ABCA1 POFUT2 EXT1 CES1 WNT5A SPP1 PLAAT3 PKD2 ITGA8 ADAMTS5 UGGT1 APOL2 DHRS3 CERT1 MATN3 CLU DNAJC18 UGT2B15 SCAPER FKBP14 KCNJ2 IGFBP1 CD74 HMGCR CH25H IGFBP7 SLC27A3 SSR3 PROS1 COL27A1 TMEM173 CIDEC JAGN1 APOL1 GPC3 SLC27A1 TMEM8B GAS6 TM4SF20 MFSD2A CST3 PNPLA3 PORCN BBC3 FBN1 CYP39A1 CLSTN2 PDIA3 AGPAT5 COL18A1 HYOU1 CYP2S1 COL15A1 KDELR3 INSIG1 ERMARD FKBP1B COL4A6 HERPUD1 COL8A2 LAMB1 CYP4B1 CERS6 EBP KSR1 FADS3 IGFBP4 SCARA3 VCAM1 CKAP4 CD1D ZDHHC1 IGFBP5 TMED9 TMEM38B TRAM1 RHBDF2 IGFBP3 MAN1C1 CYP4X1 PRCD EXTL1 TMEM98 UGT2B4 SGPL1 FOXRED2 COPG1 IFIT2 PLP2 MFGE8 LCTL CYP1B1 MRAP2 GDPD1 ARHGAP32 VAC14 WNT3 COL4A5 ABHD4 COL14A1 VMP1 FN1 TNC TMEM119 GJC1 SPCS3 TMTC1 SSR1 NPC2 ATP8B3 PRNP REEP1 CCN1 RNF180 COL6A3 ESYT3 PTGS1 COL9A2 CYP2E1 DNASE1L1 F8 COL11A1 ADAMTS7 CAV1 AC138811.2 ARL6IP1 REEP2 ELOVL7 DHRS9 COL24A1 TMEM106C UGGT2 HS1BP3 DIPK1A ELOVL5 PLD1 COL7A1 TOR4A MX1 SLAMF7 NOX5 SELENOI COL4A2 COL4A1 ADAMTS9 LRP2 HACD1 PLD2 TMTC4 UBIAD1 COL16A1 LARS COL6A1 DNAJB9 RNF19B BCHE ATP10A SOAT2 TRPV4 OSBPL3 IL12A RSAD2 PNPLA7 NCEH1 ATP2A1 COPB2 DHRS1 TRIM59 RNF26 BCL2L1 TF FSTL3 GNAZ PLA2G4C FAXDC2 SGK1 TMEM100 FBXO6 FURIN RASGRP1 EDN1 RTN2 THY1 HMOX1 CYP26A1 COL6A2 PDIA4 P4HA2 AKAP6 B3GALT2 EBPL CLN3 MARCH1 MOGS TPD52 CERCAM SULF2 PLCB4 ZC3H12A MBOAT7 KDELR1 LPCAT2 BRINP1 XXYLT1 SEC23A MAP2K2 APOD ACSL1 LRRC8C LRRC8B CAMK2B MAMDC2 PPM1L ACSL5 CYB5RL LSS FCRLB ALG1L ESYT1 NOS1AP CALU ALG14 CRELD2 TMEM132A SRPX CHRDL1 C3orf52 THBS1 HSD17B7 AGTRAP TRIM13 EPHB1 ITGA5 PLOD2 SPTLC2 TXNDC16 SYNE2 COL1A1 CCDC134 GRIN2A BOK RTN4 GHDC REEP4 P4HA3 NCLN PTGIS GALNT2 NDRG4 LRRC59 PLAUR EBI3 REEP3 CD4 GPR37 DHCR24 DISC1 GNRH1 MAP3K5 P3H3 ORMDL3 RNF41 GPAT3 KPNB1 CDS1 NOTCH3 WLS PCSK9 GSTM2 DOLPP1 OSBPL7 CCDC3 LRMP RNF128 LPIN3 WNT7B PIGP MSLN SORT1 CYP2R1 DMPK GRIA1 ANO7 TMEM214 SHISA2 BNIP3 TMEM131L NOTCH1 OAS1 OSBPL6 RCN3 EPHA4 RDH5 LYNX1 LGALS1 CSF1 INSIG2 COL8A1 OST4 PHTF2 HSD3B7 RYR2 B3GNT10 P3H1 FSTL1 NRROS RNF175 ZDHHC15 PPP1R15A FMN2 COPZ2 PTGES ADAMTSL4 ATP8B2 POMK PIGZ CREB3L1 MELTF CAVIN1 PDGFD SLC26A11 NUCB1 ERP27 FMO1 CPT1C FMO3 AFP FMO2 CYP7B1 PIK3C2B NOTCH2 ULBP2 ULBP1 FMO4 GIMAP2 VKORC1 ERN1 CALCRL SEC22B AC135050.2 ADORA1 CACNA2D1 TFPI CHI3L1 ALG10 EOGT TEX2 TRAPPC1 SLC37A2 SEZ6L2 PTGDS P4HB LMF1 RNF122 ARSB FKBP7 NLRP3 GPR85 HSPA5 TMCC2 CASP4 ASS1 GDPD5 GALNT1 VCAN PCYT2 HSD17B6 DLG1 CLEC2D GNPNAT1 ARL6IP5 BNIP3L MBOAT2 APOA1 PRDX4 SUMF1 GABARAP OSBPL5 IL12B SLC10A7 CCDC88A SERPINH1 CPED1 ADIPOQ DPM3 IL6 CYB5R3 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 UGT1A4 UGT1A6 SQSTM1 UGT1A8 UGT1A10 SEC16B ALDH3A2 SCD5 VCP TMEM38A ZDHHC14 LRRK2 B3GNT7 AGPAT4 HSD11B1 PRKCA TICAM2 TMED7-TICAM2 GPX7 IKBIP BMP4 CYBA METTL7A TLCD3B HSD17B2 TLR3 DGAT2 SNCA GRAMD1C GRIP1 ITPR2 PIEZO1 NOTUM ZDHHC23 GIP QSOX1 CDH2 COL3A1 EPHA5 TP63 MLEC AREG P3H4 ADAMTSL1 CNIH2 NR3C2 TRIQK KCNK2 APOC1 APOE AC005670.2 GABARAPL1 SGCD PTGFRN TRPM4 FKBP10 MR1 COL5A2 CYP4F11 PDIA5 TRPM8 P3H2 CYP4V2 PYCARD MGLL PDGFC STOM GLUL S100A10 HACD2 FAM20A TRAPPC9 RRS1 ARSG CERS1 ALDH3A1 SSR2 SERAC1 PLIN2 FMO5 B3GNT9 LBR TRAPPC6A SLC28A3 EPHX1 COLGALT2 CAT PSEN2 COL5A1 PTGS2 PLA2G4A RGMA
## 701 ADAMTS13 HLA-F LRRC32 KIT GFRA1 STAB2 SFRP4 DUOX1 HLA-B HLA-E B4GALT1 CALR IL15RA PDGFA CDH6 TNS1 AGER TYRO3 ROS1 ABCC2 SLC7A11 MICA PDGFRB EFNA5 NOTCH4 C3 TRPC4 FGF10 ANK3 PKD1 CD44 HBEGF ROR2 PLAU ENOX1 EPHB6 CSF2RA IL7R FZD5 EGFR MIF HLA-A TGFB3 CDH24 HLA-DRB1 LY6G5B TNFRSF9 CAPN5 HLA-DMA FZD4 TNFRSF11A ABCA7 IL17RC TPBG IL1RAPL1 JAM2 SCUBE3 PLXNB3 PLA2R1 ENPP1 PTN SERPINE2 BGN HSPD1 GREM1 EGFL8 MMP16 BMP2 LRFN5 ITGA4 CXCR6 ECE1 ELANE VAMP5 TNFRSF14 SLC1A3 TNFRSF12A ITGA1 ITGA2 TNFRSF10B PLAT F2R RTN4RL1 ABCC1 WNT5B SLC3A2 CSPG4 ADA B2M DMD MXRA8 ACKR2 ADAM10 VEGFA LTF TNFRSF10A BST2 TGFBR2 ANXA1 CDH7 SLC1A2 SDC2 DAG1 FOLR3 GSR SULF1 MYO18A ABCA1 FZD1 RSPO2 WNT5A BTN3A2 ITGA8 CXCL12 CDH18 GHR CLU LDLR ACVRL1 CD74 TEK ACVR1B GPC4 BTN2A2 DPP4 HFE GPC3 TMEM8B HMMR GJD3 CLMP CLSTN2 PDIA3 SIRPA FAP WNT2 ACKR3 ADAMTS15 MBP C5AR1 ITGB2 IL1R1 CD163L1 AXL INTU VCAM1 ICAM1 IL1RL1 CD1D TGFBR1 S1PR1 ADGRF5 SDC1 MFGE8 ADGRG2 KRT4 VAMP1 TGFB1 CDH4 FCRL6 SLAMF8 CDH10 ISLR2 PRNP NLGN2 GLDN SCART1 TMEM102 CD14 ANTXR1 ADAMTS7 NRCAM LPL HHIP KLRK1 MET CD248 SRPX2 SLAMF1 DMBT1 CX3CL1 ROR1 MCAM THBD ADAMTS9 SCARA5 LRP2 ENG AMOT ACE LPAR1 TRPV4 IL12A CDH3 KCNQ3 TF CDH1 CD151 MMP7 FURIN THY1 TLR4 ABCB1 ITGB3 PDIA4 SULF2 SEMA7A F3 LBP LAG3 ITGB4 LEPR ITGB8 RTN4RL2 PTPRC SRPX CD38 CD24 SPARC THBS1 SLITRK6 CORIN TGFBR3 ITGA5 DCBLD2 GPC1 ATP5IF1 GRIN2A LRFN1 CSF1R KRT10 PLAUR TNFRSF13C RAET1E SLC1A4 EBI3 CD4 PROCR FLT3LG MAP3K5 LAYN LIFR SCARB1 RAMP1 ALCAM EMP2 CD200 NOTCH3 OSMR PCSK9 MSLN LMO7 SORT1 ITGB1 FGFR2 ADGRA2 GRIA1 TFRC ENPEP FCGRT ABCG2 LRP4 NOTCH1 IL11RA EPHA4 EGFL7 ITGA7 TSPAN8 LGALS1 PROM2 HSPA2 TLR2 CD109 TIMP2 NRROS PTPRJ ITGAV MELTF IL6R ERP27 NOTCH2 ULBP2 ULBP1 PPFIA4 CRLF1 EPHA2 TFPI CDH8 PECAM1 ULBP3 CDH11 SLC2A1 P4HB GPRC5B TNFSF4 ARSB HSPA5 ANPEP ASIC1 CLEC2D CD83 ROBO2 APOA1 IL12B PVR ADIPOQ SLC7A5 ASTN1 NRP1 IL27RA CRYAB CLEC12B PDGFRA NOD2 BCAM PRLR CDH13 PACC1 CDH2 EPHA5 SLC11A2 AREG KCNK2 IGSF3 PTGFRN MR1 CD9 TRPM8 ITGA6 P2RX7 PDGFC PDCD1LG2 CD274 SFRP1 P2RY1 CX3CR1 ANXA2 PSEN2 MME LGALS3 RGMA HEG1 CPM
## 2009 GSTT2B PARD6B CYFIP2 ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 HIST3H2A HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E RPS9 B4GALT1 CALR RIDA CTSF SCIN SERPING1 PCNA CLEC3B FUCA1 PYGB SMPDL3A JCHAIN FABP5 CD70 EZR BBOX1 DSP TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 PLEKHA7 C3 PSMB8 HSPA1A PFKL PSMB9 PKD1 SERINC5 SLIT2 HSPG2 ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD PLAU GANAB NDRG3 MYH11 DBI GNPTG NEU1 SEC13 VCL EHD4 MIF LAMA4 ZG16B SDCBP ARSE CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 PGAM1 FLRT2 PRSS23 PKM FERMT3 NUCB2 RAB9A H2AFV GSTK1 VTN AKR1B1 HLA-A ACTA2 DDR1 TREH TUBB6 SMPD1 SOD2 RHOA ACAT2 TECTA GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 BGN LMAN1 TUBB2A HSPD1 F12 MXRA5 H2AFX IARS PLOD1 PNP TNXB PEPD NEBL SBSN GNAI2 HSPH1 RHOQ DSTN ALDOC NARS YWHAH CCDC180 ALAD RAB3A ITGA4 ECE1 ELANE VAMP8 VAMP5 SERPINF1 CFD C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 ATP6V1C2 SUSD2 ITGA1 HSPA13 CTSC PLAT SERPINE1 SIAE TNFRSF8 RTN4RL1 DOCK10 ABCC1 PFKP ABHD14B CLIC6 GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADH6 MARCKS HEXA ACTR3B SLC3A2 CSPG4 FBLN2 B2M MXRA8 ASAH1 BLMH PAICS SEC14L2 STX3 ARL3 RENBP COL1A2 HSPB1 CDK1 PSAT1 SPR PRXL2B FKBP5 LFNG PLOD3 ADAM10 CNKSR2 MGAT5 CAPZB ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT COL12A1 GSTO2 ANGPTL6 BST2 NPR3 EXT2 ANXA1 ADAMTS3 SHROOM2 PPIB CTSD TALDO1 FKBP4 NAPRT DAG1 GDF15 LAMA3 UGDH APOB MGAM PLA2G2A JADE2 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 PCDHGB5 SLC26A4 ANGPT1 CD82 MYO15A WNT5A SPP1 PKD2 UGGT1 CXCL12 CLU C7 CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L MAL2 PROS1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN CLIC5 GAS6 GAL3ST4 CST3 DYNC1H1 HSPA8 SOD3 WARS TPP1 TKT A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SPON2 COL15A1 STMN1 KRT7 COPS8 FAM3B NANS NME1 LAMB1 HPGD TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 AGO2 GRID1 LSP1 NAMPT C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 ZDHHC1 FLNA KRT33B TMED9 SAA2 MAN1C1 SCNN1A GPX4 OMD OGN KRT5 FTH1 TMEM98 SLC12A1 VIM AEBP1 SAA1 SDC1 MFGE8 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 ADGRG1 SEMA5A WNT3 PILRA H2AFZ KRT18 KRT8 FN1 FGR TNIK ECH1 CRISPLD1 TGFBI GMDS PATJ ISLR ATP1A2 SERPINA3 DDAH1 NPC2 PRNP CCL28 ZNHIT6 AQP1 COL6A3 CREB5 AHNAK PTGS1 CD14 FABP3 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 AMY2B TUBB4B GGACT TXN RARRES1 CAPN1 CD248 SLAMF1 BAIAP2L1 TARS DMBT1 MYH3 SERINC2 FIGNL1 C6 ALDH1A3 VMO1 HIST1H2BD SH3BGRL3 TINAGL1 HIST1H3E COL4A2 CD37 HIST1H4H FAT1 TGM1 OXSR1 LRP2 RAC2 F11R COL6A1 HSPA9 DNAJB9 DES ATAD2 AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 SLC2A3 CSTB PPIC ATP6V1B2 SNX18 TF CDH1 MLPH TMC4 AKR1C3 MMP7 PLS1 FURIN PTPRF THY1 ACTB FMNL1 TIAM2 ABCB1 COL6A2 ITGB3 SAT2 DERPC FSCN1 LAMA5 GMPPA GBP2 NCOA3 CD177 GREB1 MOGS FGL2 DOP1B GALM VASP GBP4 PTGR1 GNG2 LCAT GAPDH CFL1 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH RHOBTB3 GLRX PPM1L NID2 MYOF ITGB4 ITGB8 HNRNPA1 GPT LDHA RPL3 RTN4RL2 ENTPD1 PLPP1 RBP4 SERPINI1 PTPRC TUBA4A TMEM132A CD38 MYL6 THBS1 NDRG2 EPHB1 TGFBR3 ARRDC4 SMC2 PLOD2 ACOT11 TUBB1 XPNPEP2 TXNDC16 SYNE2 ST3GAL6 GPC1 HP WASL ALDH8A1 HNRNPA2B1 KRT10 RFTN1 SH3BGRL GCA C1RL AGT S100A4 KIAA1324 S100A16 GPLD1 SLC1A4 ALDH2 STEAP4 PROCR SLC44A2 MMP24 RAB3D SLPI PBLD SARS CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS GSTM2 CTSH FLNB ATP1B1 WNT7B PRKCH ITGB1 ATP2B1 TPM3 LTBP3 ARPC1B TFRC ENPEP NAAA NID1 GNB3 AGRN SEMA3C QPRT AARS SCRN2 GGH GPRC5A GAA TSPAN8 LGALS1 HEBP1 PROM2 HSPA2 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M LUM RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ ITM2C MYL12A GPX3 CTH PTPRJ COTL1 ITGAV MGP RACGAP1 MYH10 MELTF SLC1A1 SLC26A11 NUCB1 EMILIN1 CRISPLD2 TRHDE ARHGDIB PRCP CACNA2D1 FASN MARS CHI3L1 PTPRO BTG2 PRELP PECAM1 G6PD SLC37A2 TNFAIP3 CDH11 PTGDS PF4 CPNE8 SLC2A1 RAB3B PCLO P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 RAB29 C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 ENDOD1 APOC3 ACOT7 ROBO2 APOA1 PRDX4 KRT15 CACYBP KRT19 KRT9 ARMC9 KRT14 SECTM1 CLTCL1 KRT16 OLFML3 SLC7A5 PAPPA2 BAIAP2 MUC1 GSN HEXD SQSTM1 EDIL3 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB IDH2 ANGPTL1 KRT17 LRRK2 PRKCA IRF6 GALNT3 SELENBP1 COMP PGK1 CILP TUBB3 PACSIN2 PPFIA3 BCAM UGP2 DPP7 GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 TMEM52B JUP C11orf54 QSOX1 SLC11A2 PLCD1 APOE FAM3C CD9 KLKB1 PDGFC STOM GLUL S100A10 HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ANGPTL2 PHGDH AP2M1 CORO1A ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN ACTG1 HMCN1 LGALS3 BST1 LRRC15 CPM FCGBP
## 3815 GSTT2B PARD6B CYFIP2 ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 HIST3H2A HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E RPS9 B4GALT1 CALR RIDA CTSF SCIN SERPING1 PCNA CLEC3B FUCA1 PYGB SMPDL3A JCHAIN FABP5 CD70 EZR BBOX1 DSP TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 PLEKHA7 C3 PSMB8 HSPA1A PFKL PSMB9 PKD1 SERINC5 SLIT2 HSPG2 ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD PLAU GANAB NDRG3 MYH11 DBI GNPTG NEU1 SEC13 VCL EHD4 MIF LAMA4 ZG16B SDCBP ARSE CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 PGAM1 FLRT2 PRSS23 PKM FERMT3 NUCB2 RAB9A H2AFV GSTK1 VTN AKR1B1 HLA-A ACTA2 DDR1 TREH TUBB6 SMPD1 SOD2 RHOA ACAT2 TECTA GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 BGN LMAN1 TUBB2A HSPD1 F12 MXRA5 H2AFX IARS PLOD1 PNP TNXB PEPD NEBL SBSN GNAI2 HSPH1 RHOQ DSTN ALDOC NARS YWHAH CCDC180 ALAD RAB3A ITGA4 ECE1 ELANE VAMP8 VAMP5 SERPINF1 CFD C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 ATP6V1C2 SUSD2 ITGA1 HSPA13 CTSC PLAT SERPINE1 SIAE TNFRSF8 RTN4RL1 DOCK10 ABCC1 PFKP ABHD14B CLIC6 GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADH6 MARCKS HEXA ACTR3B SLC3A2 CSPG4 FBLN2 B2M MXRA8 ASAH1 BLMH PAICS SEC14L2 STX3 ARL3 RENBP COL1A2 HSPB1 CDK1 PSAT1 SPR PRXL2B FKBP5 LFNG PLOD3 ADAM10 CNKSR2 MGAT5 CAPZB ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT COL12A1 GSTO2 ANGPTL6 BST2 NPR3 EXT2 ANXA1 ADAMTS3 SHROOM2 PPIB CTSD TALDO1 FKBP4 NAPRT DAG1 GDF15 LAMA3 UGDH APOB MGAM PLA2G2A JADE2 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 PCDHGB5 SLC26A4 ANGPT1 CD82 MYO15A WNT5A SPP1 PKD2 UGGT1 CXCL12 CLU C7 CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L MAL2 PROS1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN CLIC5 GAS6 GAL3ST4 CST3 DYNC1H1 HSPA8 SOD3 WARS TPP1 TKT A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SPON2 COL15A1 STMN1 KRT7 COPS8 FAM3B NANS NME1 LAMB1 HPGD TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 AGO2 GRID1 LSP1 NAMPT C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 ZDHHC1 FLNA KRT33B TMED9 SAA2 MAN1C1 SCNN1A GPX4 OMD OGN KRT5 FTH1 TMEM98 SLC12A1 VIM AEBP1 SAA1 SDC1 MFGE8 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 ADGRG1 SEMA5A WNT3 PILRA H2AFZ KRT18 KRT8 FN1 FGR TNIK ECH1 CRISPLD1 TGFBI GMDS PATJ ISLR ATP1A2 SERPINA3 DDAH1 NPC2 PRNP CCL28 ZNHIT6 AQP1 COL6A3 CREB5 AHNAK PTGS1 CD14 FABP3 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 AMY2B TUBB4B GGACT TXN RARRES1 CAPN1 CD248 SLAMF1 BAIAP2L1 TARS DMBT1 MYH3 SERINC2 FIGNL1 C6 ALDH1A3 VMO1 HIST1H2BD SH3BGRL3 TINAGL1 HIST1H3E COL4A2 CD37 HIST1H4H FAT1 TGM1 OXSR1 LRP2 RAC2 F11R COL6A1 HSPA9 DNAJB9 DES ATAD2 AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 SLC2A3 CSTB PPIC ATP6V1B2 SNX18 TF CDH1 MLPH TMC4 AKR1C3 MMP7 PLS1 FURIN PTPRF THY1 ACTB FMNL1 TIAM2 ABCB1 COL6A2 ITGB3 SAT2 DERPC FSCN1 LAMA5 GMPPA NCOA3 CD177 GREB1 MOGS FGL2 DOP1B GALM VASP PTGR1 GNG2 LCAT GAPDH CFL1 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH RHOBTB3 GLRX PPM1L NID2 MYOF ITGB4 ITGB8 HNRNPA1 GPT LDHA RPL3 RTN4RL2 ENTPD1 PLPP1 RBP4 SERPINI1 PTPRC TUBA4A TMEM132A CD38 MYL6 THBS1 NDRG2 EPHB1 TGFBR3 ARRDC4 SMC2 PLOD2 ACOT11 TUBB1 XPNPEP2 TXNDC16 SYNE2 ST3GAL6 GPC1 HP WASL ALDH8A1 HNRNPA2B1 KRT10 RFTN1 SH3BGRL GCA C1RL AGT S100A4 KIAA1324 S100A16 GPLD1 SLC1A4 ALDH2 STEAP4 PROCR SLC44A2 MMP24 RAB3D SLPI PBLD SARS CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS GSTM2 CTSH FLNB ATP1B1 WNT7B PRKCH ITGB1 ATP2B1 TPM3 LTBP3 ARPC1B TFRC ENPEP NAAA NID1 GNB3 AGRN SEMA3C QPRT AARS SCRN2 GGH GPRC5A GAA TSPAN8 LGALS1 HEBP1 PROM2 HSPA2 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M LUM RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ ITM2C MYL12A GPX3 CTH PTPRJ COTL1 ITGAV MGP RACGAP1 MYH10 MELTF SLC1A1 SLC26A11 NUCB1 EMILIN1 CRISPLD2 TRHDE ARHGDIB PRCP CACNA2D1 FASN MARS CHI3L1 PTPRO BTG2 PRELP PECAM1 G6PD SLC37A2 TNFAIP3 CDH11 PTGDS CPNE8 SLC2A1 RAB3B PCLO P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 RAB29 C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 ENDOD1 APOC3 ACOT7 ROBO2 APOA1 PRDX4 KRT15 CACYBP KRT19 KRT9 ARMC9 KRT14 SECTM1 CLTCL1 KRT16 OLFML3 SLC7A5 PAPPA2 BAIAP2 MUC1 GSN HEXD SQSTM1 EDIL3 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB IDH2 ANGPTL1 KRT17 LRRK2 PRKCA IRF6 GALNT3 SELENBP1 COMP PGK1 CILP TUBB3 PACSIN2 PPFIA3 BCAM UGP2 DPP7 GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 TMEM52B JUP C11orf54 QSOX1 SLC11A2 PLCD1 APOE FAM3C CD9 KLKB1 PDGFC STOM GLUL S100A10 HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ANGPTL2 PHGDH AP2M1 CORO1A ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN ACTG1 HMCN1 LGALS3 BST1 LRRC15 CPM FCGBP
## 243 LAMA2 EFNA5 HSPG2 LAMB2 LAMA4 PTN COL17A1 SERPINF1 ANG COL4A4 DAG1 LAMA3 COL4A3 LOXL2 VWA1 COL28A1 LOXL1 ADAMTS1 FBN1 COL18A1 COL15A1 COL4A6 COL8A2 LAMB1 ACAN MATN2 COL4A5 FN1 TNC TGFBI TIMP3 MMRN2 LAMA1 COL7A1 COL4A2 COL4A1 TMEFF1 CD151 APLP1 LAMA5 EFEMP2 NID2 SPARC COLQ FBLN1 SMOC1 NID1 CCDC80 AGRN THBS2 COL8A1 MEGF9 TMEFF2 DLG1 NTN1 NTN4 LAMB3 ITGA6 P3H2 LAMC2 ANXA2 COL5A1 HMCN1## [[1]]
## GOID NodeSize SampleMatch Phyper Padj
## 1596 GO:0005515 12658 4059 1.870009e-28 6.073788e-25
## 1452 GO:0005201 165 116 3.604918e-27 5.854386e-24
## 6030 GO:0043168 2821 1043 6.293914e-20 6.814211e-17
## 1378 GO:0005102 1557 608 7.953139e-17 5.388010e-14
## 1584 GO:0005488 15636 4804 8.294351e-17 5.388010e-14
## 9514 GO:0097367 2257 840 1.094734e-16 5.926161e-14
## 1443 GO:0005178 137 87 2.221089e-16 1.030585e-13
## 5670 GO:0036094 2555 930 1.632913e-15 6.347500e-13
## 8309 GO:0050839 502 232 1.758852e-15 6.347500e-13
## 1650 GO:0008092 985 400 3.616941e-14 1.128264e-11
## 429 GO:0003779 433 202 3.821091e-14 1.128264e-11
## 6029 GO:0043167 6288 2082 1.046142e-13 2.831557e-11
## 31 GO:0000166 2162 784 1.222591e-12 3.054596e-10
## 10841 GO:1901265 2163 784 1.368463e-12 3.174835e-10
## 1598 GO:0005518 69 49 1.546172e-12 3.222216e-10
## 10865 GO:1901681 250 127 1.587299e-12 3.222216e-10
## 8310 GO:0050840 56 42 3.119444e-12 5.959972e-10
## 5943 GO:0042802 1759 649 4.402480e-12 7.944030e-10
## 4694 GO:0032559 1557 582 5.292823e-12 9.047942e-10
## 4167 GO:0030554 1568 585 6.766751e-12 1.098920e-09
## Term Ont
## 1596 protein binding MF
## 1452 extracellular matrix structural constituent MF
## 6030 anion binding MF
## 1378 signaling receptor binding MF
## 1584 binding MF
## 9514 carbohydrate derivative binding MF
## 1443 integrin binding MF
## 5670 small molecule binding MF
## 8309 cell adhesion molecule binding MF
## 1650 cytoskeletal protein binding MF
## 429 actin binding MF
## 6029 ion binding MF
## 31 nucleotide binding MF
## 10841 nucleoside phosphate binding MF
## 1598 collagen binding MF
## 10865 sulfur compound binding MF
## 8310 extracellular matrix binding MF
## 5943 identical protein binding MF
## 4694 adenyl ribonucleotide binding MF
## 4167 adenyl nucleotide binding MF
## SampleKeys
## 1596 MT-ND2 MT-ND3 CACFD1 ADAMTS13 GSTT2B SCG5 SURF1 KCNG1 BYSL C5orf30 MAP2K5 HLA-F ARMCX1 PARD6B MXD1 ARMCX4 WNT3 GREM1 POLD4 TBC1D10C PLIN3 ADAM19 CYFIP2 SLC16A9 LRRC32 WDR86 KDR PKP4 XAF1 KIT LRRC71 ALDH18A1 EMSY CFB SLC41A2 C2 PEAR1 EID3 GFRA1 TXNRD1 DDO SGO1 INSRR ACVR1 SMARCD3 NFYB CRABP2 SAMD14 NES CEBPB HSP90B1 STAB2 TIMM8A IQGAP3 POSTN PARPBP IGF1 PMCH BARD1 LRRC37B NEK3 ALDH4A1 DRAM1 VSIG10L2 HIST3H2A DNAJA3 PDK3 SFRP4 HIST1H3H PPP4R4 HIST1H2BN SHF MYL9 DUOX1 AKAP11 ANKRD33B MOAP1 UBE2L6 GABBR1 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 MCM10 TIPIN KCNIP3 CCND3 HLA-E LDLRAD3 LENG8 KRTAP2-3 ZSCAN16 FLRT1 MACROD1 RPS9 CALR PNCK MINAR1 IL15RA SOX6 SEMA3A NRG2 LAMA2 BAG1 NRM CCNJL RIDA USP37 CCL2 UBR4 UBE2H NCAPD3 DUSP18 SVIL SCIN CCL7 TSKU MSH5 POP1 CDC42EP5 WDSUB1 DIO2 RAB26 CCL8 KLHL23 PGF TAGLN TLR1 PHOSPHO2 CDK6 TLR6 NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 CDH6 TNS1 ARMC2 CCL13 FAM114A1 PCNA AHRR DGLUCY SAMD9L AGER TRIP13 ARL4A CCL26 TYRO3 CLEC3B GEN1 PAG1 PYGB CCDC102B C1QTNF2 NR1D2 MSX2 PPRC1 SMPDL3A H1F0 ROS1 ABCC2 PPP1R9A IGFBPL1 SYN2 KIAA1958 IL17D CCN6 SLC7A11 TIMP4 NEIL1 TNFSF9 MYO19 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 KATNAL2 DNAJC28 PDPN MMP28 CD70 CAND2 EZR FIBIN SPIDR BBOX1 DSP CU639417.1 PLXNA4 TMSB4X RPS6KA5 CDCP1 TAP2 NUP153 PARD3B TRIM16L SSB TNFSF14 ZNF273 PDGFRB PDLIM2 ARHGAP21 KCNS2 TIAM1 EFNA5 PINX1 MDC1 OSBP2 COL11A2 SAXO2 ANKAR BMP6 SHANK2 TXNDC5 IMPA2 HSPA12A LGR4 MUC20 SHTN1 BMPR1B PPP2R3B TUBB CTSB DAB2 DIAPH2 NOTCH4 MGA CNN2 PCOLCE PHYH GPSM3 RORA TRIB3 CDC14B CGNL1 TAX1BP3 NINJ1 EFR3B ALDH3B1 ZNF572 LOXL3 PLEKHA7 PRR5L HELLS DNMBP PTTG1 ANK1 C3 FARSB GATA6 TRPC4 FGF10 PSMB8 HSPA1A HELZ2 CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL PSMB9 ANK3 CDSN TPM1 ANKRD2 CD99 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 VWCE ARID3B MSRB1 SEC61G MLH3 CDK15 SLC7A1 SLIT2 LDLRAD2 JAK3 HSPG2 PCED1A RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 HCN1 MCM3 RMI2 SOCS1 NOLC1 CD44 CDX1 SLC26A6 TENT5A SLCO4A1 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR TSPAN4 CCND1 TBC1D12 OSR2 YWHAQ MORN4 KAZN HOMER2 HOGA1 MAP3K1 NFIL3 RNH1 RNF39 NME5 CELSR3 ELOVL3 TAF5 POC1A TM6SF1 MOSPD3 NACC1 POLA1 CCS MAGEA2 MYO7B USE1 HBEGF STIP1 CCNYL1 CEBPD EPM2A CCDC36 C14orf93 ARVCF CHKA FLRT3 GRAMD1A TCIRG1 KCNB1 SEL1L2 ROR2 SKA3 PLAU THOC3 SLC39A7 CETN2 SESN1 GANAB TTC3 DNMT3B PRTFDC1 ZFAND4 PXK FGF18 ANKRA2 RILP SIX2 GPNMB ARRDC3 TENM2 ENOX1 NINL EPHB6 CSF2RA MYH11 STON2 DBI C11orf74 AVPI1 VMAC TERT IL7R KATNAL1 WASHC2C PEX11G HRAS ANGPTL4 RNF217 NLRC3 GTPBP4 POGLUT2 IDI2 PDCD11 GOLGA8O IER3 PER3 SAMD3 NFATC4 GRHL1 FZD5 NFKBID NUP205 ARHGEF6 CHCHD10 C3orf62 CISH UTS2 IBTK L3MBTL3 CDC25A IRAK2 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 ETV1 RRM2B PRKDC PAK3 RASSF7 LEF1 GNPTG NEU1 AMPH EGFR LRRC56 RBM14 SEC13 CCL5 RGPD2 MXD3 VCL MYBL2 HSD17B8 SCN1B RASD1 KCNE4 FMC1 RHPN2 ZNF420 EHD4 KAZALD1 SPTBN5 MIF TCF19 RFLNB JDP2 BATF HLA-A LAMA4 FAM167A PTP4A3 TGFB3 MEF2B BUB3 SDCBP MYRIP BORCS8 SERP2 LRRC4C CDH24 SMTN NUP210 NR2C2AP CEMIP2 BORCS8-MEF2B RPS27L ANKRD44 STN1 WWC1 PIP FZD7 LY6G5B HDAC11 M1AP RUSC2 FNDC1 TNFRSF9 ITPR3 LPXN MAFK ANKLE1 MANF HLA-DMA PGAM1 FLRT2 PARP8 EMX2 PKM CNTF FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 TSC22D1 HASPIN NR1D1 ADA2 STX1A THRA DNAJC4 OSTC ZNF846 NUCB2 SCG2 WDR19 RTEL1 TCEANC NMU IL17RC PRPF4 RAB9A IL32 PMS2 APBB2 GFPT2 RRM2 AP1S3 MAGED1 CAVIN3 ERRFI1 TPBG HLA-DRB1 MSTN CLMN CFLAR SPAG4 RAB11FIP2 SH3GL3 KCNS3 NCR3LG1 GLYCTK H2AFV SCD SLC16A11 SMDT1 RDM1 PRKCE IL1RAPL1 CABLES1 NR2F1 DHFR TRIB1 THRB KCND1 AL121845.2 UBE3D JPH2 JAM2 ALOX5AP SALL2 CHRM2 GSTK1 LTBP4 SKP2 VTN CEBPA SNRNP25 SLC25A18 TRMT6 NRP2 ACTA2 SREBF1 IGF2 DDR1 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 TUBB6 STAMBPL1 ATG16L2 BCL2 SCUBE3 PHLDB1 SMPD1 MGARP MIS18A HPCAL1 RPS6KA2 NAA15 CNNM4 EPHB2 MAP3K8 KIF13B NSMAF OTUB2 MRAP CARS PLXNB3 SOD2 DSN1 GDAP1L1 RHOA PCSK2 MICALL1 ADAMTSL3 LRP5 PSD HTR1B KIF20A COA5 ODC1 ACAT2 PLA2R1 AL669918.1 ENPP1 TECTA PIK3R1 SEL1L3 PTN SLC25A6 HIPK2 UBXN1 GK FNIP1 CAMKK1 WDR81 LOXL4 DNAH1 PCNT RAPGEF6 NIN SLC8A1 AKR1B10 CEP72 PRAG1 PHKA1 PYROXD2 ARHGEF39 MCM8 CLDN23 CA9 LRATD2 GSTCD SH2D3A IFITM1 C4A SERPINE2 IFITM3 HSPE1 KNSTRN SLIT3 NOP58 DGKI BFSP1 LRRN4CL AIMP2 ARHGEF28 C22orf23 BGN EPAS1 LMAN1 BSCL2 RASGRP2 TUBB2A ERI1 HSPD1 TP53INP1 CCNE2 NEURL1B CEBPG ZNF540 BDNF PRR7 F12 IFI27 PDZD2 MXRA5 HIC2 H2AFX SKA1 IARS PLOD1 HK2 SYNGR3 SAMHD1 VEGFB LYPD6 TNXB PKP3 CCDC88C FERMT1 RANBP3L COL17A1 DYNC1I1 MCM4 SLC22A23 NOXO1 EGFL8 PEPD PPP1R3B CCN2 TUT7 OLFM2 IFI30 TUBB2B HPS1 PELI2 FMN1 SEC31B NEBL CCBE1 LIMCH1 DUSP1 WDR31 PNKD EIF2AK3 GNAI2 ELFN1 DTNB GEMIN8 DNAH5 SWAP70 SPAG5 CABIN1 TMEM14A RIMS1 SERPINB5 BMP2 SBF2 HSPH1 RHOQ DSTN ALDOC OGT NATD1 LRFN5 RARB TIMM44 FOXO1 TRPM7 CBLN3 APBB1IP KLF10 NUDT1 ACOX2 PMAIP1 TTC12 DACT1 AFF1 MC4R PLK2 JAZF1 MEIS2 CCNB1 YWHAH THAP8 IRF7 CLIP3 EIF4EBP3 DRD4 GAS1 LIF GPR17 ALAD RAB3A ATP8B1 FYCO1 NUMBL PECR FANCC RAP1GAP2 ITGA4 BDKRB2 BDKRB1 CXCR6 ECE1 METRN CHST15 NANOS1 ELANE PRSS3 VAMP8 SYT15 DUSP4 VAMP5 FANCB SERPINF1 EDA2R HACD4 DCK MAP2K3 IRF9 TNFRSF14 SPRED3 ANG RRM1 FAM107A C2CD2L SNX8 CASP10 POLE3 SRXN1 MYC C4B NPC1 RSL1D1 PIPOX GTF2IRD2 DEAF1 GEMIN4 TACR1 PDIA6 KCNMA1 CASTOR1 EPS8L2 RNF152 MYO1F FAM111B TOM1L2 RRP9 EFEMP1 SPIRE1 TNFRSF12A CYTH3 LHPP DAPK1 ZNF33B PTGER4 RFX2 MCM6 ATP6V1C2 SACS NCOA7 KDM7A SUSD2 ITGA1 RNF144B RPA1 HSPA13 CHD7 RCAN1 ITGA2 CALD1 SLC6A4 BZW2 TNFRSF10B TYSND1 F2RL2 CTSC IFNE TPM2 ARSI ITPR1 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A CREBRF TFAP2A RANBP1 FAM110A ENC1 SNRPA ELF1 AFF4 GPR39 SAMSN1 LYPD1 MAP2 SEMA3B ITPKC F2R SFR1 TTC32 TNFRSF8 FAM83G TRIM24 ZFR HINT3 COL5A3 PLXNB1 RTN4RL1 LIPC RUNX3 DOCK10 PFKP CNNM1 ABHD14B CLIC6 FXYD5 TANK ID4 MPLKIP STAT1 ASXL2 MOXD1 ADI1 ADORA2A FAM50B AATF NAIP PDSS1 DENND10 TMEM150A LRRC20 SYF2 KLF2 EXPH5 WDR62 SETBP1 ZEB2 WNT5B GLS INPP5J EFNB2 ADH5 E2F8 AC126283.2 CFI QARS FBXL14 XAGE2 FANCD2 CTIF CYB5A SLF1 NRIP1 SLC4A4 UCN SDF2L1 SALL4 AC104452.1 MAP1A AMT ADM MAGED2 C11orf87 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA XRCC2 GCFC2 GNL3 SLC7A8 CCDC85B SMAD7 HEXA PKIG FOSL1 ACTR3B ORC5 SLX4 FHIT SLC3A2 CSPG4 CLGN FBLN2 ADA DLX5 ERCC6L SLC14A2 ASAP3 TRPV3 TTC7A RGS3 AHR DAAM1 PRR16 PSPH HMGA1 PET100 B2M KIF3C FNDC8 CEP78 CASTOR2 CIRBP DMD SPDL1 KIRREL3 CCDC84 ADAMTS10 DMRTA1 CCDC13 PIGA TNFRSF19 BRCA2 RANBP17 UCHL1 CENPH ACKR2 BLMH SNTA1 TNFRSF1B MPV17 ARHGEF4 PAICS TPST2 TBC1D3G GPR135 STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 REM1 ANKRD29 BATF2 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 COL1A2 VASH1 TPST1 HSPB1 GDF6 GSTA4 CDK1 UQCRB TBC1D1 STC2 DAPK2 PLA2G6 CAPN3 LOX ANKRD36C EIF5A ASNS FKBP5 CCN5 SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 CNKSR2 VEGFA DLC1 CAPZB CDNF HSPA14 FAM83D E2F2 ACYP2 RSL24D1 IQCN LY96 ATP6V1C1 FAM156A PSME4 KCNA4 ESAM ID3 LTF TBL1X ACCS DUSP14 STK26 SAMD5 GSTT2 KIF24 EGF ACTN4 NAALADL1 RND3 MRVI1 GSDMD FAM131B PSPN CSGALNACT2 HCFC1 COL12A1 FKBP1A GSTO2 ITPRIP TACC3 SHFL TNFRSF10A WDR12 RBL1 PTPRU CFAP58 ARAP3 GRK5 BST2 NPR3 IGFLR1 BACE2 FRMD6 EXT2 TGFBR2 ELOVL6 MICAL3 ANXA1 CLDN15 PDE1A HSPB7 SOX4 VLDLR FZR1 CRIM1 FEN1 AAMDC ADARB1 ADAMTS3 S1PR3 UBE2QL1 STXBP6 SHC3 CDH7 SHROOM2 SLC1A2 PPP1R32 CCNL2 DPF1 PPIB CKS2 CDK5R1 NMI ALX4 EVL NMB CTSD MINDY2 STAT4 NRG4 REC8 NMT2 ITFG2 WRAP53 PRDM16 TALDO1 IPO4 FKBP4 MPPED2 PCDHB14 TNFAIP6 NAPRT KANSL1L KIF5B P2RY6 LRRC2 DUSP2 CACNA1C ADAM33 PIR AP000812.5 SDC2 DAG1 GDF15 LAMA3 HMG20B PLCL1 SMIM14 FBXL7 NTHL1 APOB HOPX IGBP1 MAP4K4 COL4A3 UTP4 FAM124A E2F5 TNS3 DNAAF4 COL10A1 CDYL SPARCL1 TSPYL4 JADE2 CTHRC1 PLEKHA1 HTRA1 HPRT1 HSPB6 TSSK4 WBP1L RGCC FRZB LOXL2 TRERF1 ARHGEF17 TWNK TXLNG WDR35 CPEB4 DLG2 TCEA2 POLR3G SEMA4G BAG3 MTFR2 MYO1D MPND ARL4D RIMS2 ARNT2 HECW1 RSRP1 GPI ZNF239 ATP6V0A4 CPQ VWA1 KCNJ15 PCDH17 GOLGA8G PRC1 PCSK4 DNM1 MFAP4 DOK3 IDUA MCU FHL3 PDLIM7 NOA1 SLC4A11 BORCS7 ANXA10 GCHFR SEC24A RSPO3 PDCD2L SLC38A1 STK36 CENPW NEDD4L DENND2A CDKL3 ZNF32 NTRK3 TPI1 TCAF2 YIF1B SPSB2 ZNF699 ENO2 TCF7 AFDN TET3 VPS33B CYBRD1 XPC ZNF524 TBCK FAM171A1 CCDC106 ISYNA1 ZNF581 RHOBTB1 ETV4 MT2A NINJ2 USP24 CDCA5 MYO10 GALE RELT DRAP1 WDR4 DOCK11 NOX4 DDX21 LRP1B SEC24D IBSP USP18 MIOS ADGRG6 PUS7 MT1F CNPY4 CAMLG ALS2CL ISL2 ZC3H8 RPN2 CEMIP ANGPT1 MT1X CD82 HSPA12B TIAF1 RETREG1 MYO18A P4HA1 CARD6 ABCA1 TCAF1 HMGCL BDP1 ANKRD31 DDX60 MYO15A MYCBP XPO1 CEND1 EXT1 RRAGC APOL4 PLAAT4 SPAG8 FZD1 DGKH RSPO2 DNMT1 SYNPO2 KIZ VPS51 WNT5A CDCA4 RPA3 OPRL1 MCM7 ADAMTSL5 SPP1 RUBCNL PLAAT3 SFMBT1 RTL8C BTN3A2 RGS11 SEPTIN4 PKD2 ARHGAP27 APBA1 PALLD SAMD12 ADAMTS5 WSB1 SPRY1 HPSE UGGT1 NPAS1 APOL2 ZNF177 ZC3H12D DTNA VRK1 SUV39H2 MBD2 REPS2 UBASH3B FGFRL1 PRKAA2 UHRF1BP1 SRGN POLI ESPNL KLHL29 CXCL12 IL20RB UBE2C ATOH8 CERT1 LAMTOR4 CDH18 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU TNFRSF11B MAP2K6 NKX3-1 MMP14 NUP93 STC1 DNAJC18 SPTBN2 RASSF4 SYT8 LDLR SCAPER TMEM126B DUSP3 ACVRL1 C18orf54 KLHL30 LAPTM5 SAMD10 DUSP19 KCNJ2 TLNRD1 SCRN1 C7 IGFBP1 CDC6 OSTF1 CELSR1 MYOZ2 ERFE USP53 CD74 SPC24 HIST1H3B TEK STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ARHGEF16 ITPRIPL1 GNPDA1 ARHGAP6 HDAC10 RAB27B PCED1B AMIGO2 SLCO5A1 TAOK1 KCNAB1 TFDP1 MPP3 IL1R2 IGFBP7 SYT7 WTIP BTN2A2 GPD1L DNAJC9 MAL2 NAV2 CMTM8 DKK2 LMBRD1 PCSK5 LRRC29 HMGB3 CTAG2 DPP4 TMEM173 GRASP HIST1H2AC CDC25B NR4A1 HIST1H1C LGMN JAGN1 ZNF488 APOL1 HFE CLIC5 GPC3 BACH2 SLC27A1 POLR1A NME3 TMSB15A IGFL3 CCN3 TTLL7 PLEKHG2 RBMY1A1 TMEM8B HMMR GAS6 NRN1 NCAPH GJD3 CCDC68 CST3 FGF1 DYNC1H1 PORCN FOXM1 SCML2 SPRY4 HSPA8 BBC3 FBN1 KRT80 CHN1 PIK3CD ZFP36L2 RHNO1 RPP25L ICA1 NUP35 SOD3 IQCA1 WARS ATXN7L1 TPP1 TKT IL16 PDIA3 ACAP1 AGPAT5 COL18A1 IL17RE ADRB2 ZBTB16 MAPT ELL3 RIF1 RNF24 EIF3E ORM1 PLEKHG4 SIRPA HYOU1 CYP2S1 HIST1H2BC PODXL POLM MEGF6 FAT4 LARP6 SSH2 THAP10 TOP2A NDNF SPON2 ILK INSIG1 APBB1 KCTD11 STMN1 CORO2B NSD2 KRT86 KRT7 ENDOU BCAS3 SEMA4B KRT81 CORO6 FAP CBS WNT2 ACKR3 KLF6 COPS8 FAM3B FABP2 FKBP1B DZIP1L TRIM14 JUN NME1 ENPP2 HERPUD1 SPHK1 LONRF3 MBP COL8A2 COCH C5AR1 ING4 LAMB1 C5AR2 RAD51B NR1H3 HPGD LGALS9 RHOV TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 IL1R1 CERS6 NOSTRIN EBP KSR1 ALPL AXL FOXN3 APPL2 INTU KLHL11 PDE4D SH3TC2 ARID5B ACAN ETS2 CHAF1A AGO2 IGFBP4 TNS4 REP15 NFKBIL1 LSP1 NAMPT ICAM4 SCARA3 IL1RL2 DKC1 CHAC1 VCAM1 NUAK1 CKB ICAM1 STAC2 L3MBTL4 AP5Z1 PLCB3 IGFBP2 PATZ1 TCP11L2 IL1RL1 KANK1 PDE5A PIK3IP1 DIAPH1 C2CD6 IL18R1 RASGRP3 TPPP3 DOCK8 CD1D IGFBP5 PSD3 LDLRAP1 SKA2 FLNA PTHLH KRT33B GDF11 VEPH1 FAM98A GAB2 DDX39A PSTPIP2 TMED9 LRP8 PTX3 NPAS2 ZNF446 SAA2 CCDC184 TRAM1 FBXO5 TBC1D2 TBC1D8 SAA2-SAA4 RHBDF2 DSCC1 LACTB2 CEP152 ZBTB38 LTBR PBK IGFBP3 NTM NUDT14 TNIP3 C9orf116 MICAL2 SCNN1A ARHGAP26 PXYLP1 CDC42EP3 MYH2 RAB3IL1 IPPK GPX4 ASPN TGFBR1 OMD OGN DEPTOR KRT5 ECM2 MYH1 CAMK2N1 ARMC8 TMEM159 FBXL13 CYGB TCF21 CCDC91 OCLN MIF4GD EYA4 BEST1 MAP3K7CL RXFP1 FTH1 DMC1 LRRC17 S1PR1 ARID5A ANKRD36 BRIP1 VIM MALL SGPL1 FOXRED2 IFIT3 SH3BGRL2 COPG1 ZNHIT2 IFIT2 CDA RANGAP1 RBM3 TFEC ICAM5 CRY1 AEBP1 FZD2 PINK1 PLPP2 IFI16 MAGIX ARHGAP33 SINHCAF SAA1 MAP1LC3A CCL20 TES PRKD1 UNC5B PLP2 TEAD1 CXXC5 CCNT1 SDC1 MFGE8 IFIT1 MATN2 BTBD11 NFIA RMDN2 MRAP2 DAW1 SNCAIP GARS ATP6V1G1 CDC25C TENT5B SSX2IP SULT1B1 WDR36 ACLY ICAM3 ZWILCH EHD1 APBB3 KNL1 ARHGAP32 IL18RAP ACSS1 ARHGAP42 CADM3 TP53INP2 SLFN11 PHACTR2 AUNIP IL34 SLC29A3 DBF4B PTPRH ADGRG1 EXOSC5 ACKR1 BCKDHA SEMA5A SYBU TNNT1 MTSS2 GABBR2 TDP1 MCOLN2 PLK4 KRT4 CMKLR1 SULT1E1 MX2 C4orf46 VAMP1 STIL TSLP VAC14 MAD2L1 TCN2 WDTC1 TSPY1 WDR63 EPB41L4B G2E3 SH3D19 MPP4 TGFB1 CRP KIF17 DUSP23 CDH4 FCRL6 PILRB SH2B2 COL14A1 CCNB1IP1 MPP1 PDIK1L SPHKAP USP54 PILRA SLAMF8 SH2D4A H1FX DIAPH3 PMEPA1 DDIT4L ADAM11 PER2 H2AFZ VMP1 KRT18 ISCU PTPN3 CTNNBIP1 INCENP HES6 TNFSF15 FOXC1 KRT8 SPATA4 SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 FGR SELPLG KCNQ5 IGSF9 MAP3K12 TNIK RGS17 ZNF460 ECH1 TEF ANKRD36B PSG1 ADRA1D CDH10 HMGCS1 NR4A3 IL21R CORO1C TRABD2B TTK ABLIM3 ARHGEF3 VEGFC TTC25 ISLR2 TMTC1 PEG10 TGFBI PID1 GMDS PATJ OIP5 SSR1 NUSAP1 AFAP1L1 UCN2 ISLR E2F1 ATP1A2 PARP2 SERPINA3 NPHP1 DNER TIMP3 NPC2 PDLIM1 SSH1 CACNB3 LMNB1 IFT122 EDNRB PRNP REEP1 CCN1 CCL28 BTBD8 RASSF2 NLGN2 ZNHIT6 AQP1 DNAL4 SUN2 MPP2 RNF180 IRS2 IRF2BPL COL6A3 CBARP CREB5 INMT PSG5 DPF3 ESYT3 PAX9 NOP56 MEGF10 SUV39H1 PRICKLE1 YARS SIK1 ZNF419 AHNAK LMTK2 HIST1H2BK GLDN CDK12 TLE6 VDR SRSF2 SEPTIN6 CYP2E1 SNTB1 TMEM102 CCDC153 CD14 TMCO6 RAD51 ADCY8 TNFAIP8 FGF11 ACACB MXD4 FABP3 ANTXR1 TMEM182 GGT7 CEP70 XRCC3 CALM1 F8 COL11A1 MRC2 ADAMTS7 TJP2 NRCAM FNIP2 KLF4 MMRN2 TNS2 RPS6KA4 EPB41L5 RHOB MYOZ1 CAV1 LTBP2 ADRA2C TENM3 MSC TRPA1 GRPEL2 JUNB IFI35 PGM1 FBLN5 LIMS4 PRMT3 PLCB1 ITGB3BP RNF208 ARL6IP1 CHN2 SOWAHD REEP2 ELOVL7 ANGPTL7 ASB1 HPS5 RBKS COL24A1 WDR76 TMEM106C TBC1D3L TUBB4B ZMYND15 BEGAIN CXCL16 PARD6A LPL TRPC6 HSF2BP KCTD16 CENPO STK40 HHIP GGACT KLRK1 TXN UGGT2 HIF3A CAPN1 MARCH10 MET IFI6 CD248 ELOVL5 OTUD4 BEND5 AGBL4 SRPX2 SLAMF1 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 IL17B PLD1 CAPRIN2 PRR5 TANC2 APCDD1L ABI3BP WDR54 TARS ARNTL HAS2 DMBT1 TLE2 MYH3 ZBTB20 EGR1 CX3CL1 SH3TC1 LAMA1 KMT2D FIGNL1 C6 COL7A1 CCNA2 ZNF417 EXD3 PKN3 USP1 ANGPTL5 RAPGEF2 CEP126 CEP85 ALDH1A3 CARHSP1 NOXA1 ITPKA MX1 WDR74 SH2B1 ABAT SPOCK1 HIST1H2BD RIN1 SEC14L1 GDF7 UBXN11 SLAMF7 ROR1 CFAP300 CDR1 ADAMTS12 FBXO36 PMM2 FST HOXD4 PRADC1 TEAD2 TINAGL1 HIST1H3E CBL FRMD5 NEDD9 PLEKHF1 COL4A2 CD37 CRACR2B FSTL5 THBD ZHX2 KCNJ6 VSIR HIST1H4H COL4A1 FHL1 AMMECR1 CGAS DOK4 SH3RF2 FAT1 TGM1 PEX2 BANK1 OXSR1 LRP2 ID1 MMS22L PRRC1 MVK PLD2 PKIA CDKN1C FNDC3B CCNE1 TMEFF1 TMTC4 TBXA2R DNAJC12 UBIAD1 BLM RAC2 COL16A1 F11R SLC22A18 MXI1 CDK2 NCAPD2 IL7 LARS IQCJ-SCHIP1 ZMYM5 BMPER HDAC9 MUSK NSMF SCHIP1 COL6A1 KIF11 NFKBIB ENG VSTM2L HSPA9 DYNC2LI1 C1QTNF7 AJUBA DNAJB9 RNF19B DES ATAD2 MAP1B IGFBP6 HAUS4 FARP2 BCHE LMO4 ACOT2 KLHL3 KLHDC9 HHEX AKR1C1 HTRA3 AMOT CENPK ACE FGF7 IFIT5 THEMIS2 FBXO44 GAP43 ATP10A GPR3 SMC1A PHLPP2 ZFP69B SIM1 LPAR1 TOM1 EZH2 NALCN TRPV4 GCLC ANXA6 SERPINB9 EMP3 TNFSF10 BIRC3 SMG1 OSBPL3 MYO15B KLHDC7B IL12A SP110 ARHGAP39 RSAD2 TONSL TMOD2 FBXO41 HTR2C VAV3 SLC2A3 ATP2A1 CSTB RHEBL1 CDH3 TAFA5 AP1G2 COPB2 TNFSF12 PUS7L PTPRM DHRS1 FNBP1L SNED1 BCAR3 ZNF365 TCEAL4 GABRB1 TRIM59 RNF26 KCNQ3 STMN2 SMC4 TOPBP1 MTERF4 PPIC ATP6V1B2 C1QTNF5 SNX18 PRDM1 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 NAF1 FSTL3 CDH1 NPY1R CENPU MLPH ELFN2 NCAM2 RGS2 RIMS3 GNAZ LSAMP PRDM6 WBP1 FOXP1 LZTS1 PLS3 ZFP36L1 ZCCHC8 DYRK1B RIPK4 SGK1 TMEM100 MYH15 RNF144A ESM1 CD151 FBXO6 TCEAL3 TCEAL1 MMP7 FANCI OBSL1 KLRC2 PLS1 CALCOCO1 HIVEP1 FURIN MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 RTN2 AK4 PTPRF CNGB1 RAB39B NDST1 PPIL6 THY1 MSRB2 GCLM HMOX1 TLR4 ECT2 FBXO32 NPAS4 BORA ANKFN1 PROCA1 ACTB KIFC2 GJB2 FMNL1 SAMD15 LRRC6 FGF14 CCDC69 TRPC3 ITGBL1 CSF2 MZT1 CDKN2C TIAM2 SH2D5 NUP155 ABCB1 MAP3K14 ADM2 SHCBP1 EPB41L4A SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 CYSLTR1 PDIA4 RAPH1 P4HA2 SAT2 FBXO27 CIP2A MDK PANK1 MCM5 APLP1 RCBTB1 AKAP6 KLHL38 ADAMTS4 SPEG PLP1 FSCN1 CATSPER1 CPT1B LRRN3 HIP1R HOXC13 TPX2 GBP1 FANCM LAMA5 PRL C1S GMPPA ZMIZ1 TOMM40L FRMPD4 GBP2 PC BUB1 CDR2L BBS1 RASD2 PARP10 NCOA3 HOXC4 CD177 CLN3 NOG MARCH1 GSAP MRPL53 TRIM25 TPD52 MLIP PGRMC2 CARD10 TCERG1 CBR3 PLCB4 TOMM34 ANXA8 VASP GBP4 ZC3H12A GBP5 APELA MBOAT7 GRB10 DHX58 ARHGAP29 SLCO2A1 GNG2 ARHGEF37 SEMA7A RABGAP1 FAM43A MMP3 RCOR1 FBXL2 CALM3 MIS18BP1 ANKRD13A LCAT BRINP1 WASHC2A TMSB10 MYLK2 GAPDH TRABD2A APOBEC3F MAFB ZNF425 CEP120 APOBEC3G SEC23A AMOTL2 MACC1 SSBP2 FCGBP PCLAF CFL1 SYNPO F3 DDIT4 KLC4 POLA2 SGTB NECTIN1 MAP2K2 MASTL CCNO EFEMP2 SLC44A3 APOD GYPC ESPL1 SLC9B2 CRYL1 MAGI1 HDAC5 PELI1 LRRC8C LRRC8B APOL6 LBP CAMK2B KRTAP1-5 AZIN2 NAALADL2 PPARGC1B TMEM192 PPP2R2B TUBA1C DUSP5 NEO1 TUBA1A HSPA6 FCGR2A UHRF1 CFH ERBB3 RHOBTB3 CDC42EP1 TUBA1B MAOA DNALI1 GLRX LAG3 LMTK3 DENND3 DNAJC6 SIX1 CBX7 GDNF PASK EGR2 C7orf31 NID2 MYOF C6orf226 KCNK3 ASPM PCOLCE2 ITGB4 ROGDI TOP1 SLA PRDM15 COQ3 KIF4A SEMA6B BRCA1 CCDC86 LEPR ID2 ADAM22 ZWINT MKNK2 TG FBN2 ITGB8 UBQLNL AKAP1 STARD13 SPRY2 GPSM2 LEPROT PDE4DIP SAMD11 TRIM22 PITPNM2 STX16-NPEPL1 TBL1XR1 HTR2A CBX5 HNRNPA1 PAGE2 TRIM6 PRTG LDHA KIF20B PLK1 ANO3 LHX9 RPL3 NFE2 CEP55 ING2 NEK7 TCF7L1 CENPA TRIM29 GPR78 RTN4RL2 PAGE5 ENTPD1 CPZ TROAP ESYT1 NOS1AP NUDT18 CDK2AP1 SLITRK1 PHC2 PPTC7 UHMK1 UAP1 RBP4 SORCS2 MAOB DDR2 CNN3 MFAP3L FAM83B MMP15 RAB9B TMSB15B ATP6V1G3 CALU MYH7B MSI2 PTGIR PTPRC CCDC113 CRELD2 TUBA4A PDE4B SRCAP CRIP2 NFAT5 SLC15A3 LRRFIP1 CENPE SRPX ACVR2B ZNF783 EML6 LRR1 BCL2L11 GINS3 ASB16 STYK1 CDKN2D PCSK1 CD38 CHRDL1 CD24 EFHC2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 CDC7 THBS1 NGEF SWI5 SGIP1 PAK4 MAGEH1 ELL2 AGTRAP PTGDR WDFY2 RGS4 CENPJ ZNF219 POLD1 TRIM13 CRBN UNC13D CHAF1B DACT3 BEND3 SLITRK6 NDRG2 EPHB1 TCTEX1D1 NUF2 ZNF281 ODF2 KIF14 CORIN AURKA RAD18 TGFBR3 GTPBP2 ARRDC4 C4orf33 SMC2 ITGA5 MDGA1 SLC41A3 ZNF385A LGALSL WDR78 DCBLD2 MYL2 NQO1 APLN CLCN5 MTSS1 AFAP1 PBX1 TXNDC16 LRIG1 SYNE2 DCDC2 KLF5 HMGN2 PEX6 SUSD6 RFC3 INAVA PHYHD1 DHX33 WBP2 LASP1 KIF21B COL1A1 CEP97 NFKBIE PLXND1 GPC1 TYMP EFNB3 HP DPYD SOX5 CCDC134 ORC6 DNAH2 ATP5IF1 TEDC1 DHRS2 FGF5 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 KLF12 SESN2 WASL KIF18B PLSCR4 SYNGR1 CSF1R JAKMIP2 C1QL1 LRRC4 GNAO1 NFE2L3 PIM3 MAPK13 NIPSNAP3A TXNL4B RPF2 REEP4 FHDC1 GMFG RNF32 HNRNPA2B1 CCSAP P4HA3 NCLN KRT10 INHBB ADGRB2 IGF1R TSNARE1 ACBD4 TNFAIP8L1 NOTCH2NLC IL11 PTGIS TMEM107 SYNM GALNT2 TAF13 RFLNA SH3BGRL ZMAT3 MKI67 RECQL4 ANKRD24 GCA LEP PLXDC1 EME1 NDRG4 MYPN NUDT15 JMJD1C LRRC59 AGT FAM102A PLAUR S100A4 ALDH5A1 ASB13 BLNK S100A2 S100A16 ZBTB21 NDC80 MICAL1 ZMYND12 AURKB MAP7 RAET1E PPCS NPM2 S100A13 UBE2S KDM6B EBI3 WDR43 COLQ CRY2 PLEKHN1 TRIB2 ADSSL1 TESK2 CD4 RAPGEF4 TBC1D4 RPS6KA1 PROCR FLNC TK1 MMP24 FLT3LG GPR37 DOCK4 SYT12 RAB3D SLPI HES4 ISOC2 FIGN PBLD RRAGB HNRNPAB FGF2 STAT5A DHCR24 DOCK5 MOB3B DISC1 ABRAXAS1 ATF7IP2 REV3L SSC5D RHOD NETO2 GRB14 TEN1 TENM4 SARS GNRH1 TSPOAP1 CAMK4 RSPO1 CREG1 MAP3K5 HTR7 DCTN3 RCSD1 HIST2H4A BIRC5 HIST2H4B LIFR HIST2H2BE C1orf109 SLC1A5 CCNB2 LRRIQ1 MYO1E BMF RASSF9 HCK BHLHE40 PLAC9 ANKRD53 MSH2 ORMDL3 GNB4 PPP2R1B SOCS3 SCARB1 RAMP1 ADPRH BICD1 MYOCD LRRFIP2 FBLN1 CNR1 RNF41 KCNE3 PRKG2 BCAT1 ALCAM PLXNA3 ACTR2 SIPA1L2 ISG15 KPNB1 GLI2 CHRNA6 PDE11A RIPK3 KIF26B CAMK1D TMEM88 CSRP1 ANLN EMP2 CDCA8 SERTAD3 CPE PLSCR1 CD200 SCN3A NOTCH3 PSRC1 CLIP4 OSMR AACS ETV7 ACSF2 NUP58 GADD45A ZFHX3 KCTD20 NAA38 DIRAS3 TBX19 PDXP SH3BP1 NEDD4 COBLL1 WLS TBKBP1 PCSK9 GSTM4 HMGB2 DPT SAP30 Z83844.3 GSTM2 SRGAP3 CABYR SH3BP2 ANKRD52 CTSH RAB31 SCN2A FLNB RARRES2 SMAD6 OSBPL7 TNK2 SMOC1 CLK4 PALM TBCE RNF128 ZBTB10 ATP1B1 PATL2 KITLG PWP2 WNT7B MAMSTR EMILIN3 TASOR2 MEIS1 PRKCH MSLN LMO7 LMOD1 ANKRD37 SORT1 EBF2 ITGB1 IRF1 POLE2 ANP32E PREX1 GLE1 SLC19A2 ATP2B1 MTF1 RGL3 PLCE1 KLF15 NRG1 SCRG1 INPP5B IL33 EPOR AC006064.6 FSD1 SHANK1 NOP2 BUB1B RIMBP3 UCHL3 TPM3 ROBO3 PTH1R CTF1 LTBP3 ARPC1B ELN FGFR2 ADGRA2 DMPK SYPL2 ORAI3 CLEC11A GRIA1 TFRC FCGRT MYL3 ADRA2A LYST KCND2 AMIGO1 NAAA MCC AGTR1 CIART CKAP5 ANO7 DEPDC1 PNRC1 ABCG2 AUTS2 TBC1D16 NID1 SULT1C2 PDLIM3 GRIK2 BNIP3 ATP5MF-PTCD1 PRKG1 ARRB1 CCDC110 GNB3 DKK1 KLHDC1 RCBTB2 LRP4 BCDIN3D DNA2 CCDC80 SASS6 LBH AGRN CDCA3 NOTCH1 MYCBPAP SEMA3C UGCG OAS1 STAT2 FGD4 OAS2 ARFGEF2 OAS3 MID1IP1 SMIM3 SMARCD2 OSBPL6 NEK6 SNAPC1 HIF1A RCN3 IL11RA UBE2T QPRT EPHA4 COMTD1 EGFL7 SCRN2 KCNN4 NRIP3 ARMC4 ARHGAP22 PPM1K RDH5 EEF1A2 ITGA7 SYT2 LYNX1 SPIN2B ITSN1 TSPAN12 PPP1R12B GPRC5A TEX9 CRACR2A INCA1 TSPAN8 MNS1 GLCE THBS2 LGR5 SCLY SPIN2A LGALS1 RRAGD STARD9 RNF207 CSF1 BLOC1S1 HSD17B14 NXF3 TTPA MYOM1 TBC1D8B AKAP5 HSPA2 ZBTB25 INSIG2 TIMELESS COL8A1 RFWD3 TICRR FOXO3 TLE4 GMNN USP13 CHTF18 TLR2 MLKL RAB11FIP1 SPTBN4 VPS37C NAGA RECK USP36 PRDX1 RIPOR2 CSE1L A2M APCDD1 KBTBD8 SNRPA1 SCX LUM LSMEM1 MAPRE2 DCN HHLA3 TRIOBP ZNRF1 KIF22 HSD3B7 SPOCK3 RYR2 ATF4 NRXN3 NR6A1 GCC2 CD109 TMEM19 TIMP2 WDR27 ANKDD1A RRAS ROBO4 P3H1 SATB1 FSTL1 ZXDA CHRM3 LRMDA NRROS RNF175 ACTN1 ECM1 WASF3 PPP1R15A FMN2 CCIN MPP7 HIST4H4 H2AFJ GREM2 ITM2C PDZRN3 MYL12A SVBP RAD51AP2 GPX3 CTH RGS7 PTPRJ HOXA7 HOXA4 OLFML2A COTL1 ITGAV RGS20 SPIN4 POLQ VSNL1 ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 DONSON MGP FOXN2 SMCO3 SFRP2 TLE3 CLDN11 NABP1 RACGAP1 CCP110 CREB3L1 MYH10 MELTF IL6R CAVIN1 CHML CNTN3 EXO1 CADM1 SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD NUCB1 LDHD XPOT PRRT2 STAC FRYL TCEA1 ERP27 SOCS2 CEP170 PEX5L NASP NUPR1 GTSE1 ZFP2 FMO1 TMEFF2 SGF29 EMILIN1 CPT1C KCNC4 AC017083.3 HERC5 FMO3 CAVIN2 AFP SYT16 MAMDC4 PLEKHA6 INSC SCN4B PEX11A RBM15 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 ANKRD6 ULBP2 ULBP1 ANKEF1 PLEKHG3 CDR2 CTSS PPFIA4 GFOD1 CTSK CRLF1 RAI14 GOLGA3 LDLRAD4 RGMB BMP1 AMH ETV5 GDF5 GIMAP2 LIMS1 ARHGDIB PKP2 ERN1 EPHA2 CALCRL JADE3 SEC22B PRCP TPCN1 AP1AR DBF4 ADORA1 ZBTB18 NEGR1 LSM11 ABLIM2 ARHGEF19 FASN GLI1 TYMS DDX58 ALPK1 WWOX CDH8 IQCD CHI3L1 ZNF624 FANK1 CEP83 PRRC2C RERG PTPRO MAF TRANK1 DDIT3 IFNGR1 BCL2L12 DPYSL4 BTG2 INHBE FMOD PRELP PROK1 TLE1 ATP2B4 C1QTNF1 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 PIWIL4 G6PD ZNF423 NFASC TRAPPC1 SDSL SNAI1 ULBP3 PHF19 TNFAIP3 AK3 TM4SF1 ERCC6 CXCL8 CDH11 KIF6 PTGDS CXCL6 CDADC1 LONP1 PF4V1 CXCL1 SFPQ PF4 SMYD3 SLC2A1 GINS2 PLEKHS1 MAGI3 RAB3B GTF2A1L ATAD5 ZBED6 CHD1 PAQR5 CXCL5 CXCL3 POLE PHLDA1 PCLO UBAP1L P4HB ADAM12 FBXO48 NCS1 PACSIN3 GPRC5B FGD6 TM4SF4 CLIC3 ARHGAP24 KIF23 TNFSF4 MLLT11 ZNF695 MESP1 LDB2 RNF122 SEMA6C CXCL2 SMURF2 EAF2 FKBP7 NR4A2 NLRP3 GPR85 DLX1 PGAM5 RAB15 TBX3 ARFGEF3 TRAF1 HSPA5 SULT1A1 TSSK2 MAGI2 TMCC2 HEBP2 CKS1B ASIC1 NUAK2 CASP4 DMGDH DBNDD2 DAAM2 FTL ASS1 PTPN22 MCEE CRYGS FAM133A CDK18 SEMA3E LNX2 ADGRL3 TRIM58 LRRC66 GRAP2 GDPD5 CDK2AP2 HSCB EBF1 DARS2 DNAJB5 PWWP2B NUCKS1 CENPL EBNA1BP2 RAB29 VCAN C5 SMCR8 GYS1 CCNF RNF182 RAD51AP1 PIK3AP1 DLG1 PRIM1 SPATA18 TTLL6 RUNX1T1 HIST2H3PS2 GNPNAT1 FUZ HRK ARL6IP5 FAM72A DNAH7 EHBP1L1 NTN1 NPB APOC3 JMY MPZL3 SESN3 NHLRC4 SORBS2 FRMPD3 DENND2D TTC9 CD83 SGO2 NPY2R PNMA2 BNIP3L CSTA DLX2 RASSF5 ACOT7 JAG1 KSR2 PRPS1 ZNF501 RFC4 ARHGEF9 C10orf90 FOXC2 MAP3K9 DCLRE1B BTF3L4 SMCO4 ROBO2 MDN1 TENT4B APOA1 NTN4 JARID2 PCGF5 PRDX4 MCCC1 PKNOX2 DYRK4 CCDC28A LMNB2 HIRIP3 KRT15 TBC1D30 ASAP2 FAM162A SH3RF3 PFKFB2 RFC5 MELK CLDN7 KIF21A HOMER1 DTX3 SUMF1 BAMBI C4BPB CACYBP CCDC28B KRT19 C4BPA CALCOCO2 ARMC9 ARHGEF25 GABARAP CDK17 KRT14 ADRA1B IL12B SECTM1 CCDC88A NREP KIAA0040 PVR SERPINH1 CLTCL1 EFNA4 EFNA3 TMEM234 EFNA1 KRT16 EFHB LIMA1 FRMD3 ADIPOQ DPM3 SLC7A5 FIBCD1 PIMREG PITPNM3 PIFO BTBD3 GADD45B FANCA GAN MYLIP PAPPA2 LMO3 IL6 CHEK1 DENND2C CIT CYB5R3 WDR34 NCAPG MRNIP LCORL FOXP2 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 PODNL1 UGT1A4 CENPI MUC1 UGT1A6 GSN KCTD12 SQSTM1 UGT1A8 AATK EDIL3 UGT1A10 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 ORC1 ATP7B ERMN ABCD2 TAF4B GCN1 IL27RA MID2 GNG7 NRAS LRP1 CCDC112 SAT1 VCP RASAL2 MAFG TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 NCAPG2 HSPB2 CRYAB HMGA2 TYRP1 CLEC2B CGB8 RALGPS2 RPL39L PLXNA2 ANGPTL1 NKD1 AXIN2 CNN1 SAMD1 KRT17 GULP1 LRRK2 SETDB2 RBM24 TMPO TCF4 LAMB3 CMTM3 PLEKHG5 CLEC12B CMIP SAPCD2 AGPAT4 TIE1 ASF1B G0S2 EDNRA MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 CMTM4 PRKCA AZI2 IRF6 POU2F2 UTP25 TNFRSF25 C1QTNF12 SIPA1L1 FANCG RTP4 ABL2 PDGFRA KLHL24 BCL6 CASP1 TICAM2 TMED7-TICAM2 LMO2 LNX1 NOD2 IRAK3 PPP1R3C GPX7 SELENBP1 COMP INKA2 KIF15 KCNH1 AVIL COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 MVD CSRP2 E2F7 SIRT4 TLR3 TRAF5 TUBB3 EPGN PACSIN2 PARP9 NTF3 DGAT2 KCND3 MITF DTX3L PYCR1 PIM1 CTTNBP2NL JAK2 PPFIA3 BCAM UGP2 NEK2 SNCA CPAMD8 PRLR GRAMD1C ADGRL1 NAV3 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 GNAL CYTIP CDH13 CNTNAP1 DTL APAF1 ITPR2 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 PDZK1 MED12L SCP2 HJURP CD160 PACC1 SCN9A ATF3 PIAS3 ABLIM1 BATF3 ANKRD35 TSPAN2 BEX4 CARD16 OLR1 NGF CDKN3 NARF ACVR1C VANGL1 ANKS1B PMP22 QTRT2 JUP CGN CDT1 KMT2A PARP14 POP5 PYCR3 SYT1 C11orf54 MAB21L3 GIP LRIG3 TXLNB SORBS3 CITED2 TUFT1 HSPBAP1 ANKRD34A TEDC2 CDH2 CABP1 POLR3GL COL3A1 EPHA5 TP63 BZW1 SLC11A2 PLCD1 MLEC OSGIN1 MLYCD AREG PROX1 MCM2 NECAB2 PPP1R12A CNIH2 CCDC150 NR3C2 PODN PTK2B SAXO1 CENPF PIK3R3 GUCY1B1 SCNN1D C22orf39 SEMA5B CENPX BTC APOE AC005670.2 LRRC45 TACC2 GABARAPL1 PTGFRN FAM3C WDR90 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FAM13C CCDC24 MYB MR1 AKAP12 ZNRF3 CD9 FAM214B FUS PLD6 FLCN GKAP1 TTF2 KIF27 COL5A2 HES7 KREMEN1 SPATA17 PDIA5 TRPM8 INKA1 IL18 UBA7 TGFB2 ITGA6 C17orf58 KPNA2 P3H2 TFAP2E TENT5C PYCARD KLKB1 TXNIP OASL PDK1 HAUS8 OTOGL EPRS PAFAH1B3 BEX2 RMND1 CLDN1 P2RX7 ZMAT4 CLDN16 ZNF625 MGLL PDGFC IL26 LETMD1 STOM PTPRQ WDR3 GLUL NEXN S100A10 KLF17 FLG SMAD9 PDCD1LG2 CD274 SFRP1 NBPF10 NOTCH2NLA HACD2 P2RX4 IL1RAP RAD54L HLX HAUS6 DUSP10 ARL4C RRAD MYLK RNASEL HHIPL2 RELB RGS16 STK38L AC129492.3 P2RY1 GINS4 PER1 RAP2B NPL NXPH3 CCDC170 PTPRE SLC40A1 TBX15 GAS2L3 ZNF703 LIN7A FAM20A TRAPPC9 WIPI1 RRS1 EXOSC8 CLSPN CERS1 TRAIP ALDH3A1 ARHGEF2 AAK1 PDE3A ANGPTL2 FUBP1 SSR2 RALGPS1 GATA2 ZNF843 ACAP3 WNK4 TCEAL9 DNAJB4 ANKRD11 GUCY1A2 SMAGP LMNA SAMD4A GAS2L1 SLCO1B3 EPHA3 SPACA6 TRIM16 ABTB2 ERBB4 ARNTL2 CDRT1 RMI1 MB21D2 CBFB NCF2 TGFB1I1 DNAH14 EPHB3 IKZF2 AP2M1 SRGAP1 VAV2 ZNF296 LBR CSRNP1 TRAPPC6A HAS1 CORO1A ENAH CDC45 XIRP1 FPR1 TULP4 NTNG2 CAMK2N2 ARPC5 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 SLCO1A2 GCH1 MOCOS SYNE1 MORN3 ULK2 C1orf21 ADGRL4 LIN9 CAT NXPH4 HSF4 ANXA2 COPRS PARP1 NIBAN1 HYLS1 SHMT2 FBXL8 ITPKB DRP2 PPFIBP1 PSEN2 MME HSDL1 WDR66 KALRN FHOD3 BCL7A COL5A1 ESR1 LRRC43 ACTG1 WDHD1 RFC2 FSCN2 FBXO10 HMCN1 NTRK2 SEPTIN5 LGALS3 SCN8A GEM WNT9A ATP2C2 DDX31 DMKN KIF2C PTGS2 GJA5 HES1 MEF2C LRRC15 KCNJ8 RTL10 SPX KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 BTBD19 MUC13 PTCH2 HEG1 ABCC9 IQCH DLGAP5 DLX4 DLX3 OBSCN RAD54B TRIM17
## 1452 POSTN LAMA2 COL11A2 PCOLCE COL13A1 HSPG2 LAMB2 LAMA4 LTBP4 VTN TECTA BGN MXRA5 TNXB COL17A1 COL25A1 EFEMP1 COL5A3 TFPI2 FBLN2 COL1A2 COL12A1 COL4A4 LAMA3 COL4A3 COL10A1 CTHRC1 VWA1 MFAP4 COL28A1 MATN3 IGFBP7 COL27A1 FBN1 COL18A1 COL15A1 COL4A6 COL8A2 LAMB1 ACAN ASPN OGN AEBP1 MFGE8 MATN2 COL4A5 COL14A1 FN1 TNC TGFBI CCN1 COL6A3 COL9A2 COL11A1 THSD4 MMRN2 LTBP2 FBLN5 COL24A1 SRPX2 ABI3BP LAMA1 COL7A1 TINAGL1 SBSPON COL4A2 COL4A1 COL16A1 COL6A1 COL6A2 LAMA5 FGL2 MFAP5 EFEMP2 NID2 FBN2 SRPX SPARC THBS1 COL1A1 COLQ CD4 FBLN1 DPT EMILIN3 ELN NID1 AGRN THBS2 COL8A1 MEGF9 LUM DCN ECM1 MGP EMILIN1 CHI3L1 FMOD PRELP VCAN HAPLN1 ADIPOQ EDIL3 LAMB3 THBS3 COMP CILP TUFT1 COL3A1 PODN COL5A2 MFAP2 LAMC2 COL5A1 HMCN1 PRG4
## 6030 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 CRABP2 HSP90B1 STAB2 NEK5 POSTN NEK3 APOM DNAJA3 PDK3 UBE2L6 HIP1 ADAP1 FAM20C DDAH2 MSH5-SAPCD1 PNCK RIDA UBE2H SCIN CCL7 MSH5 RAB26 CCL8 PGF CDK6 SYTL3 RFK TRIP13 ARL4A TYRO3 EFL1 CLEC3B ALPK2 PYGB ROS1 ABCC2 TUBE1 SYN2 CCN6 MYO19 JCHAIN FABP5 KATNAL2 RNLS RPS6KA5 TAP2 PARD3B PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB PCOLCE PHYH TRIB3 GCAT HELLS P2RX5 FARSB TRPC4 FGF10 HSPA1A HELZ2 SQLE PFKL TAP1 DNAJA4 RAB33A COL13A1 MLH3 CDK15 SLIT2 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CD44 CCT6B EHD3 ATP11A KYNU ST8SIA4 MAP3K1 MYO7B HBEGF CHKA ROR2 SESN1 PXK GPNMB EPHB6 MYH11 DBI KATNAL1 WASHC2C HRAS NLRC3 GTPBP4 IRAK2 PRKDC PAK3 AMPH EGFR HSD17B8 RASD1 EHD4 SDCBP P2RX6 RASA4B PDK4 FZD7 TMEM184A ITPR3 PKM PRKAG2 HASPIN ADA2 ABCA7 RTEL1 RAB9A PMS2 MSTN GLYCTK TTLL3 ZCCHC2 PRKCE DHFR TRIB1 JPH2 ALOX5AP RTEL1-TNFRSF6B VTN RASA4 TRPM2 NRP2 ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA MICALL1 PSD KIF20A AL669918.1 ENPP1 PTN HIPK2 NLRP10 GK CAMKK1 DNAH1 RAPGEF6 NIN PRAG1 MCM8 SERPINE2 PRKY HSPE1 SLIT3 DGKI TUBB2A HSPD1 PRR7 IARS PLOD1 HK2 SAMHD1 PNP PFKFB3 VEGFB TNXB MCM4 EVA1C NOXO1 CCN2 TUBB2B COL25A1 IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 SBF2 HSPH1 RHOQ OGT ANXA8L1 TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 ELANE SYT15 SQOR PKDCC DCK MAP2K3 ANG RRM1 C2CD2L SNX8 SRXN1 OAT SLC1A3 CASTOR1 MYO1F CYTH3 DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 ITGA2 CTSC ITPR1 TRIO SAR1A ITPKC COL5A3 RTN4RL1 LIPC RUNX3 ABCC1 PFKP NAIP CYP26B1 GOT1 ADH5 QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 ERCC6L KIF3C ABCC6 RANBP17 PAICS SEC14L2 CHST12 STX3 ARL3 PTCH1 REM1 RENBP NRGN KIFC1 MARS2 CDK1 DAPK2 TNFAIP8L3 ASNS CCN5 SYN1 HS3ST5 PLOD3 RUNX1 VEGFA HSPA14 ID3 LTF ACCS STK26 KIF24 RND3 GSDMD ARAP3 GRK5 NPR3 TGFBR2 MICAL3 ANXA1 ADAMTS3 UBE2QL1 STXBP6 SNX22 ACBD7 FKBP4 MPPED2 TNFAIP6 KIF5B PLCL1 APOB MAP4K4 PLA2G2A FOLR3 FBLN7 PLEKHA1 CHST14 ACTG2 TSSK4 TWNK MYO1D ARL4D DNM1 NOA1 ANXA10 GCHFR RSPO3 STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 MYO10 NOX4 DDX21 CEMIP CLCN4 HSPA12B MYO18A P4HA1 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH RSPO2 FTCDNL1 WNT5A ATAD3B SPATA5 MCM7 RUBCNL SEPTIN4 ADAMTS1 ADAMTS5 VRK1 OSBPL10 FGFRL1 MTHFD2 PRKAA2 UBE2C CERT1 ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A SPTBN2 SYT8 ACVRL1 KCNJ2 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 SYT7 SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 NME3 CCN3 TTLL7 HMMR GAS6 GAL3ST4 FGF1 DYNC1H1 PNPLA3 HSPA8 FBN1 PIK3CD STK33 NUP35 SOD3 IQCA1 WARS STARD5 MAPT HYOU1 TOP2A NDNF SLC19A1 ILK CBS ADAMTS15 FABP2 NME1 SPHK1 RAD51B HPGD RHOV TP53I3 GCKR MYH9 CDKL5 KSR1 AXL APPL2 PDE4D ACAN FCSK ABCA13 NUAK1 CKB PDE5A PSD3 LDLRAP1 GAB2 DDX39A PBK HAPLN3 MICAL2 ARHGAP26 SLFN5 MYH2 IPPK TGFBR1 ECM2 MYH1 DMC1 HSPA4L BRIP1 SGPL1 FOXRED2 TPK1 PINK1 ARHGAP33 SAA1 MAP1LC3A PRKD1 MFGE8 GARS MOK ACLY EHD1 ARHGAP32 ACSS1 SLFN11 ADGRG1 SEMA5A GRIN3B MTSS2 PLK4 MX2 KIF17 PDIK1L NIM1K FN1 FGR MAP3K12 TNIK PFKFB4 TTK GMDS ATP1A2 DDAH1 ATP8B3 PRNP CCN1 ESYT3 YARS SIK1 LMTK2 CDK12 VDR SEPTIN6 RAD51 ADCY8 ACACB FABP3 XRCC3 COL11A1 TUBA3C RPS6KA4 RHOB LTBP2 PLCB1 RBKS TUBB4B LPL TRPC6 STK40 HS1BP3 MET SLFN13 GK5 PLD1 ABI3BP TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ABAT ROR1 NAGS FST NOX5 MAP3K6 PLEKHF1 CGAS OXSR1 MVK PLD2 RASL10B BLM RAC2 RAB40A COL16A1 CDK2 LARS MUSK KIF11 HSPA9 ATAD2 MAP1B AKR1C1 ACE FGF7 BMP2K GAP43 ATP10A SMC1A LPAR1 SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B NCEH1 ATP2A1 RHEBL1 SMC4 ATP6V1B2 SNX18 KYAT1 GNAZ CSAD PLA2G4C AKR1C2 RAB20 DYRK1B RIPK4 SGK1 MYH15 AKR1C3 MMP7 NMNAT3 RASGRP1 AK4 PTPRF CNGB1 RAB39B THY1 ACTB CYP26A1 KIFC2 TRPC3 ABCB1 MAP3K14 SLC22A4 P4HA2 MDK CNBD2 PANK1 MCM5 APLP1 CHKB SPEG HIP1R GBP1 FANCM ALDH6A1 FRMPD4 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 ANXA8 GBP4 GBP5 DHX58 MYLK2 GAL3ST3 F3 MAP2K2 MASTL ACSL1 CRYL1 MAGI1 CAMK2B TUBA1C TUBA1A HSPA6 CFH ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK MYOF PCOLCE2 TOP1 PAPSS2 ACSL5 KIF4A MKNK2 PITPNM2 GPT KIF20B PLK1 ING2 NEK7 LIG1 ENTPD1 ESYT1 UHMK1 MAOB DDR2 RAB9B MYH7B PTPRC TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 THBS1 SGIP1 PAK4 EPHB1 KIF14 AURKA TGFBR3 GTPBP2 SMC2 PLOD2 ACOT11 TUBB1 SPTLC2 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B SESN2 KIF18B CSF1R GNAO1 PIM3 MAPK13 P4HA3 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 MICAL1 AURKB PPCS UBE2S PARS2 GPT2 COLQ CRY2 PLEKHN1 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 SYT12 RAB3D FIGN RRAGB FGF2 DHCR24 RHOD RIMKLB SARS CAMK4 RSPO1 MAP3K5 LAYN PFAS MYO1E HCK P3H3 MSH2 GSDMB SCARB1 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 GSTM4 GSTM2 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH PREX1 GLE1 ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 CCDC80 AGRN OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 SYT2 CRACR2A ADCK1 THBS2 RRAGD STARD9 TTPA HSPA2 CHTF18 PIF1 MLKL SPTBN4 KIF22 RYR2 PLEKHA4 RRAS P3H1 FSTL1 GREM2 ITM2C CTH PTGES POLQ CCN4 ATP8B2 RACGAP1 POMK MYH10 KMO SLC1A1 LDHD FMO1 FMO3 CAVIN2 CRISPLD2 AFP FMO2 SYT16 SPTB PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 TPCN1 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL PRELP ATP2B4 PCK2 ARHGAP9 ABCA3 SDSL AK3 ERCC6 RASL11A KIF6 PTGDS CXCL6 LONP1 PF4V1 PF4 CPNE8 MAGI3 RAB3B ATAD5 CHD1 PCLO PACSIN3 KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 CYP27C1 DARS2 RAB29 VCAN TTLL6 RAB7B ARL17A DNAH7 APOC3 SESN3 ACOT7 JAG1 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 APOA1 MCCC1 AC005832.4 DYRK4 HAPLN1 PFKFB2 RFC5 MELK KIF21A CDK17 OSBPL5 CCDC88A ADCY7 ADIPOQ ABCC3 CHEK1 CIT CYB5R3 FYN UGT1A1 UGT1A7 UGT1A9 ABCA2 UGT1A8 AATK NRP1 TUBG1 ORC1 ATP7B ABCD2 NRAS LRP1 VCP AOX1 STK17B DCLK1 LRRK2 TIE1 GUCY1A1 THBS3 PRKCA ABL2 PDGFRA NOD2 IRAK3 COMP KIF15 KCNH1 PGK1 BMP4 MVD SIRT4 TUBB3 PACSIN2 PARP9 PIM1 JAK2 NEK2 SNCA AK5 NAV3 PITPNC1 MTHFD1L GNAL APAF1 ACSM5 ITPR2 SCP2 ACVR1C SYT1 QSOX1 EPHA5 PLCD1 ACADS MCM2 IDNK PTK2B GUCY1B1 APOC1 APOE TRPM4 TTLL1 TTF2 KIF27 CYP4F11 UBA7 P3H2 OASL PDK1 EPRS P2RX7 GLUL SFRP1 MARC2 P2RX4 DCLK2 RAD54L MARC1 ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 WIPI1 AAK1 WNK4 LAMC2 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 FMO5 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 MOCOS ULK2 ANXA2 SHMT2 ITPKB MME ABCA6 KALRN COL5A1 ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C PLA2G4A KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 1378 MT-ND2 ADAMTS13 HLA-F WNT3 GREM1 KDR GFRA1 SMARCD3 CEBPB HSP90B1 IGF1 PMCH HIP1 FZD8 HLA-E CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 CCL8 PGF TLR1 TLR6 SYTL3 PENK PDGFA CCL13 PCNA CCL26 C1QTNF2 IL17D CCN6 TNFSF9 MICA JCHAIN PDPN CD70 TAP2 TNFSF14 PDGFRB TIAM1 EFNA5 BMP6 SHANK2 TUBB DIAPH2 NOTCH4 C3 FGF10 HSPA1A CD320 TRDN TAP1 SLIT2 HSPG2 RELN SOCS1 LAMB2 TSPAN4 HOMER2 HBEGF FLRT3 ROR2 FGF18 ANKRA2 GPNMB ARRDC3 DBI NFATC4 UTS2 LEF1 EGFR CCL5 MIF LAMA4 TGFB3 SDCBP FZD7 MANF FLRT2 CNTF FERMT3 ADA2 SCG2 NMU IL17RC IL32 MSTN CFLAR IL1RAPL1 LTBP4 VTN HLA-A IGF2 EPHB2 MRAP AL669918.1 ENPP1 PIK3R1 PTN SERPINE2 SLIT3 BDNF VEGFB TNXB EGFL8 CCN2 GNAI2 BMP2 RARB CCNB1 YWHAH LIF GPR17 PECR BDKRB2 METRN ANG EFEMP1 NCOA7 ITGA1 ITGA2 IFNE PLAT SERPINE1 LYPD1 SEMA3B F2R TRIM24 PLXNB1 CLIC6 STAT1 ASXL2 ADORA2A WNT5B EFNB2 NRIP1 UCN ADM INHBA SMAD7 HMGA1 DMD UCHL1 PTCH1 F2RL1 GDF6 STC2 CCN5 ADAM10 VEGFA CDNF LY96 EGF ACTN4 PSPN FKBP1A TGFBR2 ANXA1 S1PR3 SHC3 CDK5R1 NMB NRG4 FKBP4 GDF15 LAMA3 PLCL1 APOB COL4A3 DNAAF4 CTHRC1 SEMA4G ARNT2 GPI DNM1 IDUA RSPO3 HLA-B IBSP CNPY4 ANGPT1 ABCA1 FZD1 RSPO2 WNT5A SPP1 BTN3A2 PKD2 ADAMTS5 APOL2 CXCL12 CLU TNFRSF11B NKX3-1 MMP14 STC1 DUSP3 IGFBP1 ERFE CD74 PPARGC1A ARHGEF16 BTN2A2 CMTM8 DKK2 LMBRD1 DPP4 NR4A1 HFE IGFL3 CCN3 GAS6 FGF1 HSPA8 FBN1 CHN1 IL16 MAPT ILK ENDOU BCAS3 SEMA4B FAP WNT2 FAM3B FKBP1B LAMB1 ITGB2 MYH9 IL1R1 PDE4D ETS2 IGFBP4 NAMPT ICAM4 CHAC1 VCAM1 ICAM1 IGFBP2 DIAPH1 LDLRAP1 FLNA PTHLH GDF11 GAB2 SAA2 SAA2-SAA4 TGFBR1 OGN ECM2 TCF21 S1PR1 ARID5A ICAM5 CRY1 SAA1 CCL20 MFGE8 MRAP2 ICAM3 IL34 SEMA5A TSLP TGFB1 CRP FCRL6 PILRB SH2B2 PILRA ADAM11 TNFSF15 SHC2 FN1 FGR SELPLG NR4A3 VEGFC TGFBI UCN2 DNER EDNRB PRNP REEP1 CCN1 CCL28 NLGN2 IRS2 MEGF10 YARS VDR FGF11 CALM1 CAV1 ADRA2C FBLN5 REEP2 TUBB4B CXCL16 LPL KLRK1 SRPX2 IL17B CAPRIN2 ARNTL CX3CL1 LAMA1 RAPGEF2 SH2B1 SEC14L1 GDF7 FST CBL FRMD5 BANK1 CCNE1 COL16A1 F11R IL7 ENG IGFBP6 ACE FGF7 TNFSF10 IL12A VAV3 TAFA5 TNFSF12 SNED1 GABRB1 TF GNAZ FOXP1 ESM1 CD151 INHA EDN1 THY1 TLR4 FGF14 ITGBL1 CSF2 ADM2 ITGB3 MDK APLP1 LAMA5 PRL BBS1 NCOA3 CD177 MARCH1 APELA GRB10 SEMA7A CALM3 MACC1 CFL1 LBP PPARGC1B LAG3 GDNF ITGB4 SLA SEMA6B BRCA1 ADAM22 TG ITGB8 LEPROT PITPNM2 FAM83B PTPRC THBS1 TGFBR3 ITGA5 APLN MTSS1 WBP2 TYMP EFNB3 FGF5 BOK IL1B LATS1 PLSCR4 C1QL1 GNAO1 GMFG INHBB IGF1R IL11 LEP JMJD1C AGT PLAUR S100A4 BLNK MAP7 RAET1E S100A13 EBI3 CRY2 CD4 FLT3LG DOCK4 FGF2 NETO2 GRB14 GNRH1 TSPOAP1 RSPO1 LIFR HLA-DRB1 HCK BICD1 RNF41 ALCAM ISG15 EMP2 CPE PLSCR1 SH3BP1 NEDD4 WLS PCSK9 HMGB2 GSTM2 RARRES2 SMAD6 TNK2 PALM KITLG WNT7B ITGB1 NRG1 IL33 SHANK1 RIMBP3 CTF1 CLEC11A ADRA2A AGTR1 ARRB1 DKK1 LRP4 NOTCH1 SEMA3C ARFGEF2 HIF1A EPHA4 EGFL7 LYNX1 TSPAN8 CSF1 AKAP5 TLR2 A2M NRXN3 TIMP2 ACTN1 ECM1 GREM2 MYL12A PTPRJ ITGAV CCN4 SFRP2 IL6R CADM1 SORBS1 PDGFD SOCS2 EMILIN1 ULBP2 ULBP1 CRLF1 BMP1 AMH GDF5 ERN1 ADORA1 RERG INHBE PROK1 ULBP3 CXCL8 CXCL6 PF4V1 CXCL1 PF4 CXCL5 CXCL3 P4HB GPRC5B TNFSF4 SEMA6C CXCL2 SMURF2 NR4A2 TRAF1 MAGI2 SEMA3E C5 PIK3AP1 NPB APOC3 JAG1 APOA1 HOMER1 BAMBI GABARAP IL12B SECTM1 EFNA4 EFNA3 EFNA1 ADIPOQ PITPNM3 IL6 FOXP2 FYN SQSTM1 EDIL3 LRP1 VCP CGB8 ANGPTL1 KRT17 LAMB3 CMTM3 PRKCA C1QTNF12 SIPA1L1 RTP4 PDGFRA COMP BMP4 TRAF5 TUBB3 EPGN NTF3 JAK2 EREG GRIP1 RASA1 GNAL PDZK1 SCP2 CD160 NGF ANKS1B JUP SYT1 GIP COL3A1 OSGIN1 AREG PROX1 NECAB2 SEMA5B BTC APOE TACC2 GABARAPL1 FAM3C TCIM ZNRF3 CD9 FUS IL18 TGFB2 PYCARD OASL P2RX7 PDGFC IL26 SFRP1 NBPF10 NOTCH2NLA P2RX4 IL1RAP P2RY1 NXPH3 WIPI1 CERS1 AAK1 ANGPTL2 GAS2L1 ERBB4 TGFB1I1 AP2M1 VAV2 FPR1 BEX3 CAT NXPH4 PARP1 COL5A1 ESR1 LGALS3 WNT9A KCNJ8 SPX RGMA PTCH2
## 1584 MT-ND2 MT-ND3 CACFD1 ADAMTS13 GSTT2B RPS9 SCG5 SURF1 ZNF883 KCNG1 BYSL C5orf30 MAP2K5 HLA-F ARMCX1 PARD6B MXD1 ZFP57 ARMCX4 WNT3 HHAT GREM1 POLD4 TBC1D10C CARNS1 PLIN3 ADAM19 CYFIP2 SLC16A9 RNF130 LRRC32 WDR86 KDR PKP4 XAF1 KIT LRRC71 ALDH18A1 EMSY ZNF385D CFB SLC41A2 C2 PEAR1 EID3 GFRA1 TXNRD1 DDO SGO1 INSRR ACVR1 SMARCD3 NFYB CRABP2 SAMD14 NES CEBPB HSP90B1 NT5DC3 STAB2 TIMM8A IQGAP3 NEK5 POSTN PARPBP ZNF688 IGF1 PMCH BARD1 LRRC37B NEK3 ALDH4A1 DRAM1 VSIG10L2 GLMP APOM PAQR6 BGLAP HIST3H2A DNAJA3 PDK3 SFRP4 HIST1H3H RGN PPP4R4 HIST1H2BN SHF CGREF1 MYL9 DUOX1 AKAP11 ANKRD33B MOAP1 UBE2L6 GABBR1 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 MCM10 TIPIN KCNIP3 SLC6A8 TLX2 EN1 CCND3 HLA-E LDLRAD3 LENG8 KRTAP2-3 ZSCAN16 FLRT1 MACROD1 MSH5-SAPCD1 LENG9 B4GALT1 CALR PNCK MINAR1 IL15RA SOX6 SEMA3A NRG2 LAMA2 AFF2 BAG1 NRM CCNJL SIDT2 RIDA USP37 CCL2 UBR4 UBE2H NCAPD3 DUSP18 SVIL SCIN CCL7 TSKU MSH5 POP1 CDC42EP5 WDSUB1 DIO2 RAB26 CCL8 KLHL23 PGF TAGLN TLR1 PHOSPHO2 CDK6 TLR6 NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 CDH6 TNS1 ARMC2 CCL13 FAM114A1 PCNA AHRR DGLUCY SAMD9L AGER TRIP13 ARL4A CCL26 TYRO3 EFL1 CLEC3B ZNF704 GEN1 PAG1 ALPK2 PCDH18 PYGB CCDC102B C1QTNF2 NR1D2 MSX2 PPRC1 SMPDL3A H1F0 ROS1 ABCC2 ALDH1B1 PPP1R9A TUBE1 IGFBPL1 SYN2 KIAA1958 PRUNE2 FOXO3B IL17D ZNF395 CCN6 ZNF107 SLC7A11 TIMP4 NEIL1 TNFSF9 MYO19 MICA GCNT1 ZNF181 TNFAIP2 JCHAIN FABP5 PPFIBP2 KATNAL2 DNAJC28 PDPN MMP28 CD70 CAND2 EZR FIBIN SPIDR BBOX1 DSP RNLS CU639417.1 PLXNA4 TMSB4X RPS6KA5 CDCP1 TAP2 NUP153 PARD3B TRIM16L SSB TNFSF14 ZNF273 CYP2U1 PDGFRB AGFG2 ZNF117 PDLIM2 HOXA11 TMEM158 ARHGAP21 KCNS2 PI4K2B TGIF2 TIAM1 EFNA5 SIK1B PINX1 MDC1 OSBP2 COL11A2 SAXO2 ANKAR BMP6 SHANK2 TXNDC5 IMPA2 HSPA12A LGR4 MUC20 SHTN1 BMPR1B PPP2R3B TUBB ZNF367 ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 MGA CNN2 PCOLCE PHYH GPSM3 RORA TRIB3 GCAT CDC14B CGNL1 ZNF850 TAX1BP3 NINJ1 EFR3B ALDH3B1 ZNF572 LOXL3 PLEKHA7 PRR5L HELLS DNMBP PTTG1 P2RX5 ANK1 C3 FARSB GATA6 TRPC4 FGF10 PSMB8 HSPA1A HELZ2 CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL YPEL4 PSMB9 ANK3 CDSN TPM1 ANKRD2 CD99 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 VWCE ARID3B MSRB1 RPA4 SEC61G MLH3 CDK15 SLC7A1 SLIT2 FOXD1 LDLRAD2 MRPS30 JAK3 HSPG2 PCED1A RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 HCN1 ZNF345 MCM3 RMI2 SOCS1 NOLC1 CD44 CDX1 SLC26A6 TENT5A ZNF789 SLCO4A1 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR TSPAN4 CCND1 AUH TBC1D12 ST8SIA4 OSR2 YWHAQ MORN4 KAZN HOMER2 HOGA1 MAP3K1 NFIL3 FOXI1 RNH1 RNF39 NME5 SCARF1 CELSR3 ELOVL3 TAF5 POC1A TM6SF1 MOSPD3 PGD NACC1 POLA1 CCS MAGEA2 MYO7B USE1 HBEGF STIP1 CCNYL1 CEBPD EPM2A CCDC36 C14orf93 ARVCF CHKA FLRT3 GRAMD1A PAQR8 TCIRG1 KCNB1 UBR3 SEL1L2 ROR2 SKA3 PLAU THOC3 SLC39A7 CETN2 SESN1 GANAB TTC3 DNMT3B PRTFDC1 ZFAND4 PXK FGF18 ANKRA2 RILP SIX2 GPNMB ARRDC3 TENM2 ENOX1 CPA4 NINL EPHB6 CSF2RA MYH11 STON2 DBI C11orf74 AVPI1 VMAC TERT IL7R CAPS KATNAL1 WASHC2C PEX11G ZNF358 HRAS ANGPTL4 RNF217 NLRC3 GTPBP4 GYG2 POGLUT2 IDI2 IDI1 PDCD11 NT5M GOLGA8O IER3 PER3 HMX3 SAMD3 NFATC4 GRHL1 MMP11 FZD5 NFKBID NUP205 ARHGEF6 CHCHD10 C3orf62 CISH UTS2 RRP12 IBTK L3MBTL3 IER2 CDC25A IRAK2 GPCPD1 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 ETV1 RRM2B PRKDC ME3 PAK3 RASSF7 LEF1 GNPTG RBM47 NEU1 AMPH EGFR LRRC56 RBM14 SEC13 CCL5 RGPD2 MXD3 VCL MYBL2 ARSD HSD17B8 SCN1B RASD1 KCNE4 FMC1 RHPN2 ZNF420 NOCT EHD4 KAZALD1 SPTBN5 MIF TCF19 RFLNB JDP2 BATF HLA-A ZSCAN23 MICU3 LAMA4 GALNT10 ZG16B FAM167A PTP4A3 MGAM TGFB3 MEF2B BUB3 SDCBP MYRIP FLVCR2 BORCS8 SERP2 ARSE LRRC4C CDH24 SMTN NUP210 P2RX6 NR2C2AP CEMIP2 RASA4B ZBED9 BORCS8-MEF2B LY75 FKBP9 RPS27L HLA-DRB1 CD302 ANKRD44 STN1 PDK4 WWC1 PIP FZD7 LY6G5B TMEM184A HDAC11 M1AP RUSC2 FNDC1 TNFRSF9 ITPR3 LPXN MAFK ANKLE1 MANF HLA-DMA PGAM1 FLRT2 PARP8 EMX2 PKM CNTF MYL5 FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 TSC22D1 HASPIN NR1D1 ADA2 STX1A THRA PLCD4 DNAJC4 OSTC ZNF589 ZNF846 NUCB2 SCG2 ARSJ TOX2 ABCA7 WDR19 RTEL1 TCEANC NMU IL17RC PRPF4 NSUN7 RAB9A IL32 PMS2 APBB2 GFPT2 RRM2 AP1S3 MAGED1 CAVIN3 ERRFI1 TPBG MSTN CLMN CFLAR SPAG4 RAB11FIP2 SH3GL3 KCNS3 NCR3LG1 GLYCTK H2AFV SCD SLC16A11 TTLL3 ZCCHC2 SMDT1 RDM1 PRKCE IL1RAPL1 CABLES1 NR2F1 DHFR TRIB1 THRB KCND1 AL121845.2 UBE3D SLC2A4RG JPH2 JAM2 ALOX5AP SNN RTEL1-TNFRSF6B SALL2 CHRM2 GSTK1 LTBP4 SKP2 VTN CEBPA SNRNP25 SLC25A18 TRMT6 RASA4 POLR3K TRPM2 NRP2 ACTA2 SREBF1 IGF2 DDR1 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 TUBB6 STAMBPL1 ATG16L2 BCL2 SCUBE3 PHLDB1 SMPD1 MGARP MIS18A HPCAL1 RPS6KA2 NAA15 CNNM4 EPHB2 MAP3K8 KIF13B PGP NSMAF OTUB2 MRAP CARS PLXNB3 SOD2 DSN1 GDAP1L1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 CPXM2 ADAMTSL3 LRP5 ZNF25 PSD HTR1B KIF20A COA5 ODC1 ACAT2 PLA2R1 AL669918.1 ENPP1 TECTA PIK3R1 SEL1L3 PTN SLC25A6 HIPK2 ZNF208 NLRP10 UBXN1 GK FNIP1 CAMKK1 WDR81 LOXL4 DNAH1 PCNT NT5C1B RAPGEF6 NIN SLC8A1 PGM3 TOX AKR1B10 CYP3A5 CEP72 PRAG1 PHKA1 PYROXD2 ARHGEF39 MCM8 CLDN23 CA9 LRATD2 AOPEP GSTCD SH2D3A IFITM1 C4A SERPINE2 PRKY IFITM3 HSPE1 KNSTRN SLIT3 NOP58 DGKI BFSP1 LRRN4CL AIMP2 ARHGEF28 C22orf23 BGN EPAS1 LMAN1 BSCL2 RASGRP2 TUBB2A ERI1 HSPD1 TP53INP1 CCNE2 ZNF781 ZNF492 NEURL1B CEBPG ZNF540 BDNF PRR7 GDA F12 R3HDM1 IFI27 PDZD2 MXRA5 HIC2 H2AFX SKA1 CA12 IARS ZNF280B PLOD1 HK2 SYNGR3 SAMHD1 HEPH PNP PFKFB3 VEGFB LYPD6 TNXB PKP3 CCDC88C KIAA1841 FERMT1 RANBP3L COL17A1 DYNC1I1 MCM4 SLC22A23 EVA1C NOXO1 EGFL8 PEPD PPP1R3B CCN2 TUT7 OLFM2 IFI30 TUBB2B HPS1 PELI2 CYP21A2 FMN1 SEC31B NEBL CCBE1 COL25A1 LIMCH1 DUSP1 WDR31 IP6K3 PNKD EIF2AK3 GNAI2 ELFN1 MMP16 DTNB GEMIN8 DNAH5 SWAP70 SPAG5 CABIN1 TMEM14A CLCN7 RIMS1 SERPINB5 BMP2 SBF2 HSPH1 RHOQ DSTN ALDOC OGT ANXA8L1 CERKL NATD1 LRFN5 RARB NPY4R NYNRIN TIMM44 FOXO1 TRPM7 CBLN3 APBB1IP KLF10 NUDT1 ACOX2 PMAIP1 TTC12 NARS DACT1 AFF1 MC4R PLK2 JAZF1 MEIS2 CCNB1 YWHAH THAP8 IRF7 CLIP3 RSKR EIF4EBP3 DRD4 GAS1 LIF GPR17 ALAD LIMS2 RAB3A ATP8B1 FYCO1 NUMBL PECR FANCC RAP1GAP2 AL136295.5 ITGA4 BDKRB2 BDKRB1 CREB3L2 CXCR6 ECE1 PARP12 METRN CHST15 ZNF620 NANOS1 ELANE PRSS3 VAMP8 SYT15 SQOR DUSP4 VAMP5 FANCB AKR1D1 LPCAT1 PKDCC SERPINF1 EDA2R HACD4 DCK MAP2K3 RNASE4 IRF9 TNFRSF14 SPRED3 ZNF730 ANG RRM1 FAM107A C2CD2L SNX8 CASP10 POLE3 SRXN1 OAT SLC1A3 MYC C4B TCEA3 NPC1 RSL1D1 PIPOX MANBA GTF2IRD2 HAGHL DEAF1 GEMIN4 TACR1 PDIA6 KCNMA1 CASTOR1 EPS8L2 RNF152 OSR1 MYO1F FAM111B TOM1L2 RRP9 EFEMP1 SPIRE1 TNFRSF12A CYTH3 LHPP FBXO43 DAPK1 ATP9A ZNF33B DECR1 PTGER4 RFX2 MCM6 ATP6V1C2 SACS NCOA7 KDM7A ZNF724 SUSD2 ITGA1 RNF144B RPA1 HSPA13 AIFM2 CHD7 RCAN1 ITGA2 CALD1 SLC6A4 BZW2 TNFRSF10B TYSND1 F2RL2 CTSC IFNE TPM2 ARSI ITPR1 ZNF573 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A CREBRF TFAP2A RANBP1 FAM110A ENC1 SNRPA ELF1 AFF4 AGBL3 GPR39 SAMSN1 RRBP1 LYPD1 MAP2 SEMA3B ITPKC F2R SFR1 TTC32 TNFRSF8 FAM83G TRIM24 ZFR HINT3 ME2 COL5A3 PLXNB1 RTN4RL1 LIPC RUNX3 DOCK10 ABCC1 PFKP CNNM1 ZMAT1 ABHD14B CLIC6 FXYD5 TANK PCBP4 ID4 MPLKIP STAT1 ASXL2 MOXD1 ADI1 ADORA2A FAM50B AATF NAIP CYP26B1 PDSS1 DENND10 TMEM150A LRRC20 SYF2 KLF2 PCDHA3 EXPH5 GOT1 WDR62 MCTP1 PCDHA12 SETBP1 ZEB2 WNT5B GLS INPP5J EFNB2 ADH5 E2F8 AC126283.2 CFI QARS DTX4 FBXL14 PCDHAC2 DLX6 CELF6 XAGE2 FANCD2 CTIF CYB5A SLF1 NRIP1 ZNF681 SLC4A4 UCN SDF2L1 SALL4 LIAS AC104452.1 MAP1A NT5DC2 AMT ADM MAGED2 C11orf87 ADH6 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA XRCC2 GCFC2 PPAT RNF44 GNL3 SLC7A8 CCDC85B SMAD7 MARCH4 HEXA PKIG DUS4L FOSL1 ACTR3B ORC5 SLX4 FHIT SLC3A2 CSPG4 CLGN ZNF726 FBLN2 ADA DLX5 ERCC6L SLC14A2 ASAP3 TRPV3 TTC7A RGS3 AHR KDELR2 DAAM1 PRR16 PSPH HMGA1 PET100 B2M KIF3C FNDC8 CEP78 CASTOR2 CIRBP DMD ABCC6 ENTPD7 SPDL1 KIRREL3 CCDC84 ADAMTS10 DMRTA1 CCDC13 PIGA TNFRSF19 BRCA2 KRBOX1 RANBP17 UCHL1 CENPH ACKR2 BLMH ZNF662 SNTA1 ZC3H12C STARD8 TNFRSF1B MPV17 ARHGEF4 PAICS TPST2 SEC14L2 TBC1D3G CHST12 GPR135 STX3 HOMEZ ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 ADAMTS14 REM1 ANKRD29 BATF2 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 MARS2 COL1A2 VASH1 TPST1 HSPB1 GDF6 GSTA4 CDK1 UQCRB TBC1D1 STC2 DAPK2 PLA2G6 CAPN3 TNFAIP8L3 CYP19A1 SPR SRFBP1 LOX ANKRD36C EIF5A ASNS FKBP5 CCN5 LFNG SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 CNKSR2 VEGFA DLC1 MGAT5 HSPA14 CAPZB CDNF FAM83D E2F2 ACYP2 RSL24D1 IQCN LY96 ATP6V1C1 FAM156A RFX8 PSME4 KCNA4 ESAM ID3 LTF TBL1X ACCS DUSP14 STK26 SAMD5 GALNT12 GSTT2 RNF141 KIF24 EGF ACTN4 NAALADL1 GTF2IRD2B RND3 MRVI1 GSDMD CAPN12 ALKBH7 FAM131B PSPN ZBED3 CSGALNACT2 HCFC1 COL12A1 FKBP1A GSTO2 TMEM129 ITPRIP TACC3 SHFL TNFRSF10A AC008581.2 WDR12 CPPED1 PDE8B RBL1 PTPRU CFAP58 ARAP3 GRK5 BST2 NPR3 IGFLR1 BACE2 FRMD6 EXT2 MYRF TGFBR2 ELOVL6 MICAL3 RBM43 ANXA1 CLDN15 PDE1A HSPB7 SOX4 VLDLR FZR1 CRIM1 FEN1 AAMDC ADARB1 ADAMTS3 S1PR3 UBE2QL1 STXBP6 SHC3 CDH7 SHROOM2 SLC1A2 PPP1R32 SNX22 CCNL2 DPF1 PPIB CKS2 CDK5R1 NMI ALX4 EVL NMB ACBD7 CTSD MINDY2 STAT4 NRG4 REC8 NMT2 PCDHB3 ITFG2 PCDHB11 WRAP53 PCDHB7 PRDM16 TALDO1 IPO4 PCDHB12 FKBP4 PCDHB10 PCDHB16 MPPED2 PCDHB14 TNFAIP6 PCDHB15 NAPRT KANSL1L KIF5B VIT P2RY6 LRRC2 DUSP2 ZNF442 CACNA1C ADAM33 PIR AP000812.5 SDC2 DAG1 GDF15 LAMA3 HMG20B PLCL1 PLAC8 SMIM14 PDE7B FBXL7 ZNF558 UGDH NTHL1 APOB HOPX IGBP1 MAP4K4 COL4A3 UTP4 FAM124A E2F5 TNS3 DNAAF4 PLA2G2A COL10A1 FOLR3 FBLN7 CDYL SPARCL1 TSPYL4 GALNT18 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 HSPB6 TSSK4 WBP1L CYP17A1 RGCC FRZB LOXL2 TRERF1 ARHGEF17 ZDBF2 TWNK TXLNG WDR35 CPEB4 DLG2 TCEA2 POLR3G SEMA4G BAG3 MTFR2 MYO1D MPND ARL4D RIMS2 ARNT2 HECW1 RNF150 RSRP1 CYB5D2 GPI ZNF239 ATP6V0A4 CPQ VWA1 KCNJ15 PCDH17 GOLGA8G PRC1 PCSK4 DNM1 MFAP4 DOK3 IDUA MCU FHL3 PDLIM7 ZNF485 NOA1 SLC4A11 BORCS7 ANXA10 GCHFR SEC24A DNAJC17 RSPO3 PDCD2L SLC38A1 STK36 TRIM73 CENPW NEDD4L DENND2A CDKL3 ZNF32 NTRK3 TPI1 TCAF2 YIF1B SPSB2 ZNF699 ENO2 TCF7 AFDN TET3 VPS33B CYBRD1 XPC GSR ZNF524 TBCK FAM171A1 CCDC106 ISYNA1 ZNF581 RHOBTB1 PCDHGC5 ETV4 PCDHGA6 PCDHGA10 PCDHGA4 MT2A PCDHGB1 PCDHGA12 NINJ2 USP24 SLC2A5 PCDHGA2 CDCA5 PCDHGA1 MYO10 GALE MT1E RELT MT1M DRAP1 PCDHGC4 WDR4 DOCK11 PCDHGB4 PCDHGB5 PCDHGB3 NOX4 PCDHGA9 PCDHGA11 DDX21 LRP1B PCDHGB2 SEC24D IBSP USP18 MIOS ADGRG6 PUS7 SULF1 MT1F CNPY4 CAMLG ALS2CL ISL2 ZC3H8 RPN2 CEMIP ANGPT1 CLCN4 MT1X CD82 HSPA12B TIAF1 RETREG1 MYO18A P4HA1 TM7SF2 CARD6 ABCA1 TCAF1 HMGCL BDP1 ANKRD31 DDX60 MYO15A LOXL1 MYCBP XPO1 CEND1 EXT1 RRAGC ADH1C APOL4 ADH1B PLAAT4 SPAG8 FZD1 DGKH RSPO2 DNMT1 AC010422.3 ZNF853 FTCDNL1 SYNPO2 KIZ VPS51 WNT5A CDCA4 RPA3 ATAD3B SPATA5 OPRL1 MCM7 ADAMTSL5 SPP1 RUBCNL PLAAT3 SFMBT1 RTL8C BTN3A2 RGS11 SEPTIN4 PKD2 ITGA8 ADAMTS1 ARHGAP27 APBA1 PALLD SAMD12 ADAMTS5 WSB1 SPRY1 HPSE UGGT1 NPAS1 APOL2 ZNF177 ZC3H12D DTNA DHRS3 VRK1 SUV39H2 OSBPL10 MBD2 REPS2 UBASH3B FGFRL1 MTHFD2 PRKAA2 UHRF1BP1 ZNF860 SRGN POLI ESPNL KLHL29 CXCL12 IL20RB UBE2C ATOH8 CERT1 LAMTOR4 HIVEP2 CDH18 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU TNFRSF11B MAP2K6 NKX3-1 AFF3 MMP14 NUP93 STC1 DNAJC18 ATAD3A SPTBN2 RASSF4 SYT8 LDLR SCAPER TMEM126B DUSP3 ACVRL1 C18orf54 KLHL30 LAPTM5 SAMD10 FKBP14 DUSP19 KCNJ2 TLNRD1 SCRN1 C7 IGFBP1 CDC6 OSTF1 CELSR1 MYOZ2 ERFE USP53 CD74 SPC24 HIST1H3B TEK OMA1 STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ARHGEF16 ITGA11 ITPRIPL1 GNPDA1 ARHGAP6 HDAC10 NUDT13 CH25H RAB27B PAMR1 PCED1B AMIGO2 SLCO5A1 TAOK1 KCNAB1 TFDP1 MPP3 IL1R2 IGFBP7 SYT7 WTIP BTN2A2 PTER TRMT10A GPD1L SLC27A3 DNAJC9 MAL2 NAV2 CMTM8 DKK2 LMBRD1 PROS1 PCSK5 LRRC29 HMGB3 CTAG2 COL27A1 DPP4 TMEM173 DIRAS1 GRASP HIST1H2AC CDC25B SELENOP NR4A1 NEK10 KLF7 HIST1H1C LGMN JAGN1 ZNF488 APOL1 HFE SOX18 CLIC5 GPC3 BACH2 ZSCAN5A SLC27A1 POLR1A NME3 TMSB15A IGFL3 CCN3 TTLL7 PLEKHG2 RBMY1A1 TMEM8B HMMR GAS6 NRN1 NCAPH GJD3 CCDC68 GAL3ST4 CST3 FGF1 DYNC1H1 ADAMDEC1 PNPLA3 TIPARP PORCN ENPP5 FOXM1 SCML2 SPRY4 HSPA8 BBC3 FBN1 ADAM28 KRT80 CHN1 PIK3CD ZFP36L2 RHNO1 RPP25L STK33 ICA1 NUP35 SOD3 RCAN2 IQCA1 WARS CYP39A1 ATXN7L1 TPP1 TKT IL16 CLSTN2 PDIA3 ACAP1 AGPAT5 STARD5 COL18A1 IL17RE ADRB2 ZBTB16 MAPT ELL3 RIF1 RNF24 EIF3E ORM1 PLEKHG4 DHFR2 SIRPA HYOU1 CYP2S1 HIST1H2BC PODXL POLM MEGF6 FAT4 LARP6 SSH2 THAP10 TOP2A NDNF SPON2 SLC19A1 ISG20 ILK KDELR3 INSIG1 APBB1 ST18 KCTD11 STMN1 CORO2B NSD2 KRT86 CZIB KRT7 ENDOU AOC2 BCAS3 SEMA4B KRT81 CORO6 FAP CBS WNT2 ACKR3 KLF6 ADAMTS15 COPS8 FAM3B FABP2 FKBP1B DZIP1L TRIM14 JUN NME1 ENPP2 HERPUD1 SPHK1 LONRF3 MBP COL8A2 COCH C5AR1 ING4 LAMB1 C5AR2 RAD51B NR1H3 HPGD LGALS9 RHOV CYP4B1 TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 IL1R1 CERS6 NOSTRIN EBP KSR1 ALPL SLC6A6 AXL FOXN3 APPL2 XYLT1 ZNF471 INTU KLHL11 PDE4D SH3TC2 ARID5B ACAN ETS2 CHAF1A AGO2 FCSK IGFBP4 TNS4 REP15 NFKBIL1 LSP1 ATP23 NAMPT ICAM4 SCARA3 IL1RL2 DKC1 CHAC1 ABCA13 VCAM1 NUAK1 CKB ICAM1 STAC2 L3MBTL4 AP5Z1 PLCB3 IGFBP2 CACNA2D2 PATZ1 TCP11L2 IL1RL1 KANK1 PDE5A PIK3IP1 CKAP4 DIAPH1 C2CD6 IL18R1 RASGRP3 MMP19 TPPP3 DOCK8 THOP1 CD1D CYP27A1 ZDHHC1 STAG3 IGFBP5 PSD3 LDLRAP1 SKA2 FLNA PTHLH KRT33B GDF11 VEPH1 FAM98A FAHD2B GAB2 DDX39A PSTPIP2 TMED9 PCDH19 LRP8 PTX3 NPAS2 ZNF446 SAA2 TSHZ1 CCDC184 ZNF610 TRAM1 FBXO5 TBC1D2 TBC1D8 SAA2-SAA4 RHBDF2 DSCC1 LACTB2 CEP152 ZBTB38 LTBR PBK HAPLN3 IGFBP3 NTM NUDT14 TNIP3 C9orf116 MICAL2 MAN1C1 SCNN1A ARHGAP26 ESCO2 PXYLP1 SLFN5 CDC42EP3 MYH2 CYP4X1 RAB3IL1 IPPK GPX4 ASPN TGFBR1 OMD OGN DEPTOR KRT5 ECM2 MYH1 CAMK2N1 ARMC8 TMEM159 FBXL13 CYGB TCF21 CCDC91 OCLN MIF4GD EYA4 BEST1 MAP3K7CL RXFP1 FTH1 DMC1 MTERF2 LRRC17 HSPA4L S1PR1 ARID5A ANKRD36 BRIP1 VIM MALL MEIS3 SGPL1 FOXRED2 IFIT3 SH3BGRL2 TPK1 COPG1 ZNHIT2 IFIT2 CDA RANGAP1 RBM3 TFEC TRNP1 ICAM5 CRY1 AEBP1 FZD2 PINK1 PLPP2 IFI16 MAGIX ARHGAP33 SINHCAF SAA1 MAP1LC3A CCL20 TES PRKD1 UNC5B PLP2 TEAD1 CXXC5 CCNT1 SDC1 MFGE8 IFIT1 MATN2 BTBD11 CYP1B1 NFIA RMDN2 MRAP2 DAW1 SNCAIP GARS ATP6V1G1 CDC25C TENT5B SSX2IP MOK SULT1B1 GDPD1 WDR36 ACLY ICAM3 ZWILCH EHD1 APBB3 ZGLP1 KNL1 ARHGAP32 IL18RAP ACSS1 ARHGAP42 CADM3 TP53INP2 SLFN11 PHACTR2 AUNIP IL34 SLC29A3 DBF4B PTPRH ADGRG1 EXOSC5 ACKR1 BCKDHA SEMA5A GRIN3B SYBU TNNT1 MTSS2 GABBR2 TDP1 MCOLN2 PLK4 KRT4 CMKLR1 SULT1E1 MX2 C4orf46 VAMP1 STIL FOXQ1 TSLP VAC14 MCOLN3 MAD2L1 TCN2 YPEL2 WDTC1 TSPY1 WDR63 EPB41L4B G2E3 DUXA SH3D19 MPP4 TGFB1 CRP KIF17 DUSP23 CDH4 FCRL6 PILRB SH2B2 COL14A1 CCNB1IP1 MPP1 PDIK1L MEX3B SPHKAP USP54 PILRA SLAMF8 SH2D4A H1FX DIAPH3 PMEPA1 DDIT4L ADAM11 PER2 H2AFZ VMP1 KRT18 ISCU PTPN3 CTNNBIP1 INCENP HES6 TNFSF15 FOXC1 KRT8 SPATA4 NIM1K SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 FGR SELPLG TM2D1 KCNQ5 IGSF9 MAP3K12 TNIK RGS17 ZNF460 ECH1 TEF PFKFB4 ANKRD36B PSG1 ADRA1D CDH10 HMGCS1 FOXD2 NR4A3 IL21R CORO1C TRABD2B TTK ABLIM3 ARHGEF3 VEGFC TTC25 CSGALNACT1 ISLR2 TMTC1 PEG10 TGFBI PID1 GMDS PATJ OIP5 SSR1 NUSAP1 AFAP1L1 UCN2 ISLR E2F1 ATP1A2 PARP2 SERPINA3 NPHP1 DNER TIMP3 DDAH1 NPC2 PDLIM1 SSH1 ATP8B3 CACNB3 LMNB1 IFT122 EDNRB PRNP REEP1 CCN1 CCL28 BTBD8 RASSF2 NLGN2 CLYBL ZNHIT6 AQP1 MARCH3 DNAL4 SUN2 MPP2 RNF180 IRS2 IRF2BPL COL6A3 CBARP CREB5 INMT PSG5 DPF3 ESYT3 PAX9 NOP56 MEGF10 SUV39H1 NEIL3 PRICKLE1 YARS AC003005.1 SIK1 ZNF419 AHNAK LMTK2 HIST1H2BK GLDN ZNF773 CDK12 TLE6 PTGS1 VDR SRSF2 SEPTIN6 CYP2E1 SNTB1 ALKBH2 PRICKLE2 DNASE1L1 TMEM102 CCDC153 CD14 TMCO6 RAD51 ADCY8 TNFAIP8 LARGE1 FGF11 ACACB MXD4 FABP3 ANTXR1 AP002990.1 TMEM182 GGT7 CEP70 XRCC3 CALM1 F8 ZNF93 COL11A1 MRC2 ADAMTS7 TJP2 NRCAM FNIP2 KLF4 MMRN2 TNS2 TUBA3C RPS6KA4 EPB41L5 RHOB MYOZ1 RNASEH2A CAV1 LTBP2 ADRA2C TENM3 MSC TRPA1 GRPEL2 AC004593.3 JUNB IFI35 PGM1 FBLN5 LIMS4 PRMT3 HNF4G PLCB1 ITGB3BP RNF208 ARL6IP1 CHN2 ZNF530 SOWAHD REEP2 ELOVL7 ANGPTL7 EFCAB7 ASB1 HPS5 RBKS COL24A1 AMY2B WDR76 TMEM106C TBC1D3L TUBB4B ZMYND15 BEGAIN CXCL16 PARD6A LPL TRPC6 HSF2BP KCTD16 CENPO STK40 HHIP GGACT KLRK1 TXN UGGT2 HS1BP3 HIF3A CAPN1 MARCH10 MET IFI6 CD248 ELOVL5 OTUD4 ZFP14 BEND5 SLFN13 AGBL4 SRPX2 SLAMF1 GK5 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 IL17B PLD1 CAPRIN2 PRR5 TANC2 APCDD1L ABI3BP WDR54 TARS ARNTL HAS2 DMBT1 TLE2 MYH3 ZBTB20 EGR1 CX3CL1 SH3TC1 KLF16 LAMA1 KMT2D FIGNL1 C6 COL7A1 STRA6 TOR4A CCNA2 ZNF417 EXD3 PKN3 USP1 ANGPTL5 CLCA2 RAPGEF2 CEP126 CEP85 ALDH1A3 CARHSP1 ZCWPW1 KHDC1 NOXA1 ZNF525 ITPKA MX1 WDR74 SH2B1 ABAT SPOCK1 HIST1H2BD RIN1 ADPRM SEC14L1 GDF7 UBXN11 SLAMF7 ROR1 CFAP300 NAGS CDR1 ADAMTS6 ADAMTS12 FBXO36 PMM2 FST NOX5 HOXD9 HOXD4 PRADC1 TEAD2 TINAGL1 HIST1H3E SBSPON PLAGL1 CBL SELENOI ZNF66 HOXD1 MAP3K6 FRMD5 NEDD9 PLEKHF1 COL4A2 CD37 CRACR2B SVEP1 FSTL5 THBD ZHX2 PAPPA KCNJ6 VSIR HIST1H4H COL4A1 ATF7-NPFF ADAMTS9 FHL1 AMMECR1 CGAS DOK4 SH3RF2 FAT1 TGM1 PEX2 BANK1 OXSR1 LRP2 ID1 MMS22L PRRC1 MVK PLD2 PKIA CDKN1C RASL10B FNDC3B CCNE1 CPEB2 TMEFF1 TMTC4 TBXA2R DNAJC12 UBIAD1 BLM RAC2 RAB40A COL16A1 F11R RAVER2 SLC22A18 GLIS1 MXI1 CDK2 NCAPD2 IL7 LARS IQCJ-SCHIP1 ZMYM5 BMPER HDAC9 MUSK ZFP90 NSMF SCHIP1 COL6A1 KIF11 NFKBIB ENG VSTM2L HSPA9 DYNC2LI1 C1QTNF7 AJUBA DNAJB9 RNF19B DES ATAD2 MAP1B IGFBP6 HAUS4 ZNF333 FARP2 GALNT16 BCHE LMO4 ACOT2 KLHL3 KLHDC9 SSTR1 HHEX CHPF AKR1C1 HTRA3 AMOT CENPK ACE FGF7 BMP2K IFIT5 THEMIS2 FBXO44 GAP43 ATP10A GPR3 SMC1A PHLPP2 ZFP69B SIM1 LPAR1 TOM1 EZH2 SOAT2 ZNF714 NALCN TRPV4 GCLC ANXA6 SERPINB9 ZNF708 EMP3 ZNF85 TNFSF10 BIRC3 SMG1 CMPK2 OSBPL3 MYO15B KLHDC7B IL12A SP110 ARHGAP39 ZNF431 RSAD2 NCEH1 TONSL TMOD2 FBXO41 HTR2C VAV3 ZFHX2 SLC2A3 ATP2A1 CSTB RHEBL1 CDH3 TAFA5 AP1G2 COPB2 TNFSF12 PUS7L PTPRM DHRS1 FNBP1L SNED1 BCAR3 ZNF365 TCEAL4 NPTXR GABRB1 TRIM59 RNF26 KCNQ3 STMN2 SMC4 TOPBP1 MTERF4 PPIC ATP6V1B2 C1QTNF5 SNX18 PRDM1 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 NAF1 FSTL3 ZSCAN18 CDH1 NPY1R ZNF135 CENPU MLPH ELFN2 NCAM2 RGS2 RIMS3 GNAZ AC091959.3 LSAMP PRDM6 WBP1 CSAD FOXP1 PLA2G4C AKR1C2 RAB20 LZTS1 PLS3 ZFP36L1 FAXDC2 ZCCHC8 DYRK1B RIPK4 SGK1 TMEM100 MYH15 RNF144A ESM1 CD151 FBXO6 TCEAL3 TCEAL1 AKR1C3 MMP7 FANCI OBSL1 KLRC2 PLS1 CALCOCO1 HIVEP1 RBP1 FURIN MORF4L2 NMNAT3 PPM1N INHA RASGRP1 PHLDB2 EDN1 HEY1 RTN2 AK4 PTPRF CNGB1 RAB39B NDST1 PPIL6 THY1 MSRB2 GCLM HMOX1 EPOP TLR4 ECT2 FBXO32 NPAS4 BORA ANKFN1 PROCA1 ACTB APOBEC3B CYP26A1 KIFC2 GJB2 FMNL1 SAMD15 LRRC6 FGF14 CCDC69 TRPC3 ITGBL1 CSF2 MZT1 CDKN2C TIAM2 SH2D5 NUP155 ABCB1 MAP3K14 ADM2 SHCBP1 EPB41L4A SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 CYSLTR1 PDIA4 RAPH1 P4HA2 SAT2 FBXO27 CIP2A RTL3 MDK CNBD2 PANK1 MCM5 APLP1 CHKB RCBTB1 AKAP6 KLHL38 ADAMTS4 SPEG PLP1 FSCN1 CATSPER1 CPT1B MFNG LRRN3 HIP1R HOXC13 TPX2 GBP1 FANCM LAMA5 PRL C1S GMPPA ALDH6A1 ZMIZ1 TOMM40L FRMPD4 GBP2 PC BUB1 HOXC11 CDR2L SLFNL1 KCNT2 BBS1 RASD2 PARP10 NCOA3 HOXC4 CD177 CLN3 NOG MARCH1 GSAP MRPL53 TRIM25 TPD52 MLIP PGRMC2 ZCCHC24 CARD10 TCERG1 SULF2 CBR3 PLCB4 TOMM34 GALM ANXA8 VASP MMP8 GBP4 ZC3H12A GBP5 APELA MBOAT7 GRB10 DHX58 ARHGAP29 KDELR1 AGAP9 SLCO2A1 GNG2 ARHGEF37 SEMA7A RABGAP1 FAM43A MMP3 RCOR1 FBXL2 CALM3 ZNF507 LPCAT2 MIS18BP1 ANKRD13A MMP1 LCAT BRINP1 WASHC2A XXYLT1 TMSB10 MYLK2 GAPDH TRABD2A APOBEC3F MAFB NLN FOXS1 ZNF425 CEP120 APOBEC3G SEC23A AMOTL2 MACC1 SSBP2 FCGBP PCLAF GAL3ST3 CFL1 CRYBG1 SYNPO F3 DDIT4 KLC4 AP000944.5 POLA2 LMCD1 SGTB NECTIN1 MAP2K2 MASTL CCNO EFEMP2 SLC44A3 APOD GYPC ESPL1 SLC9B2 ACSL1 CRYL1 MAGI1 HDAC5 BDH2 LTB4R PELI1 LRRC8C LRRC8B APOL6 LBP CAMK2B KRTAP1-5 CADPS2 AZIN2 NAALADL2 PPARGC1B TMEM192 PPP2R2B TUBA1C DUSP5 NEO1 TUBA1A HSPA6 FCGR2A UHRF1 CFH ERBB3 RHOBTB3 CDC42EP1 HIVEP3 TUBA1B MAOA DNALI1 GLRX LAG3 LMTK3 DENND3 DNAJC6 PRRG4 XYLB SIX1 CBX7 GDNF PPM1L ETHE1 PASK EGR2 ZNF319 ADAMTS2 C7orf31 NID2 MYOF C6orf226 KCNK3 ASPM PCOLCE2 ITGB4 ROGDI TOP1 PAPSS2 ACSL5 SLA PRDM15 COQ3 KIF4A SEMA6B BRCA1 CCDC86 LEPR SLC27A6 ID2 ADAM22 ZWINT MKNK2 TG ACP7 FBN2 ITGB8 NT5DC4 UBQLNL AKAP1 STARD13 SPRY2 GPSM2 LEPROT PDE4DIP SAMD11 TRIM22 PITPNM2 STX16-NPEPL1 NPEPL1 SIX4 TBL1XR1 HTR2A CBX5 HNRNPA1 PAGE2 GPT TRIM6 PRTG LDHA KIF20B PLK1 ZSWIM5 ANO3 LHX9 RPL3 NFE2 CEP55 ING2 NEK7 TCF7L1 CENPA TRIM29 OLFML2B GPR78 RTN4RL2 LIG1 PAGE5 ENTPD1 CPZ TROAP ESYT1 NOS1AP NUDT18 CDK2AP1 SLITRK1 PHC2 PPTC7 UHMK1 UAP1 RBP4 SORCS2 MAOB KLF9 DDR2 CNN3 MFAP3L FAM83B MMP15 RAB9B TMSB15B ATP6V1G3 CALU MYH7B MSI2 PTGIR PTPRC CCDC113 CRELD2 TUBA4A PDE4B SRCAP CRIP2 HR NFAT5 SLC15A3 DBP LRRFIP1 CENPE SRPX MMP12 ACVR2B ZNF783 EML6 LRR1 BCL2L11 GINS3 ASB16 STYK1 CDKN2D PCSK1 CD38 CHRDL1 CD24 EFHC2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 AMD1 CDC7 THBS1 NGEF SWI5 SGIP1 PAK4 MAGEH1 ELL2 AGTRAP PTGDR WDFY2 RGS4 CENPJ ZNF219 POLD1 TRIM13 CRBN UNC13D CHAF1B DACT3 BEND3 SLITRK6 NDRG2 EPHB1 TCTEX1D1 NUF2 ZNF281 ODF2 KIF14 CORIN AURKA RAD18 TGFBR3 GTPBP2 OXTR ARRDC4 C4orf33 SMC2 ITGA5 PLOD2 MDGA1 SLC41A3 ZNF385A LGALSL ACOT11 TUBB1 WDR78 DCBLD2 SPTLC2 MYL2 NQO1 APLN AL035078.4 XPNPEP2 CLCN5 ZNF608 MTSS1 OPLAH GALNT15 AFAP1 PBX1 TXNDC16 LRIG1 SYNE2 DCDC2 ZCCHC18 KLF5 HMGN2 PEX6 SUSD6 RFC3 INAVA PHYHD1 ZNF428 DHX33 WBP2 LASP1 KIF21B COL1A1 CEP97 NFKBIE PLXND1 GPC1 TYMP EFNB3 RPAIN HP DPYD SOX5 TRIM47 CCDC134 ORC6 DNAH2 ATP5IF1 TEDC1 DHRS2 FGF5 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 STK32B KLF12 SESN2 WASL KIF18B PLSCR4 SYNGR1 EEPD1 CSF1R JAKMIP2 CRIP1 C1QL1 LRRC4 GNAO1 NFE2L3 PIM3 MAPK13 NIPSNAP3A TXNL4B RPF2 REEP4 FHDC1 GMFG RNF32 HNRNPA2B1 CCSAP P4HA3 NCLN KRT10 PIP5KL1 INHBB PLCD3 ADGRB2 IGF1R RFTN1 TSNARE1 APOL3 ACBD4 TNFAIP8L1 C1R NOTCH2NLC HMGN5 IL11 PTGIS TMEM107 SYNM GALNT2 TAF13 RFLNA SH3BGRL ZMAT3 MKI67 RECQL4 ANKRD24 GCA ZFAND3 LEP PLXDC1 EME1 NDRG4 MYPN NUDT15 JMJD1C LRRC59 AGT FAM102A PLAUR S100A4 AGBL2 KIAA1324 ATP8B4 CDKL2 ALDH5A1 ASB13 S100A3 BLNK S100A2 MGMT S100A16 ZBTB21 NDC80 MICAL1 MND1 ZMYND12 AURKB MAP7 RAET1E PPCS NPM2 S100A13 UBE2S KDM6B PARS2 GPT2 EBI3 NAALAD2 WDR43 COLQ CRY2 PLEKHN1 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 CD4 RAPGEF4 TBC1D4 RPS6KA1 B4GALT5 PROCR FLNC TK1 MMP24 FLT3LG GPR37 DOCK4 SYT12 RAB3D SLPI HES4 ISOC2 FIGN ZNF804A PBLD RRAGB HNRNPAB FGF2 STAT5A FRRS1 DHCR24 DOCK5 MOB3B CHSY1 DISC1 ABRAXAS1 ATF7IP2 REV3L SSC5D RHOD RIMKLB RBM20 NETO2 GRB14 TEN1 KLF8 TENM4 SARS GNRH1 TSPOAP1 CAMK4 RSPO1 CREG1 MAP3K5 HTR7 DCTN3 RCSD1 HIST2H4A LAYN BIRC5 PFAS HIST2H4B LIFR HIST2H2BE ZNF467 C1orf109 SLC1A5 CCNB2 LRRIQ1 MYO1E BMF RASSF9 HCK P3H3 BHLHE40 PLAC9 MGAT4C ANKRD53 CA11 MSH2 ORMDL3 GNB4 PPP2R1B GSDMB SOCS3 SCARB1 RAMP1 ADPRH CELSR2 BICD1 MYOCD LRRFIP2 FBLN1 CNR1 RNF41 KCNE3 PRKG2 BCAT1 ALCAM PLXNA3 ACTR2 SIPA1L2 ISG15 KPNB1 GLI2 CHRNA6 PDE11A RIPK3 KIF26B CAMK1D TMEM88 CSRP1 ANLN EMP2 NTPCR CDCA8 PLA1A SERTAD3 CPE PLSCR1 CD200 SCN3A NOTCH3 PSRC1 NRBP2 CLIP4 OSMR AACS ETV7 ACSF2 NUP58 GADD45A ZFHX3 KCTD20 NAA38 DIRAS3 TBX19 PDXP SH3BP1 NEDD4 COBLL1 WLS TBKBP1 PCSK9 GSTM4 HMGB2 DPT SAP30 Z83844.3 GSTM2 SRGAP3 POPDC2 CABYR SH3BP2 ANKRD52 CTSH RAB31 ZIC4 SCN2A FLNB RARRES2 AK9 SMAD6 ZIC1 OSBPL7 TNK2 SMOC1 CLK4 PALM TBCE RNF128 ZBTB10 ATP1B1 PATL2 KITLG PWP2 SATL1 WNT7B MAMSTR EMILIN3 TASOR2 MOV10L1 MEIS1 EPPK1 PRKCH MSLN LMO7 LMOD1 ANKRD37 SORT1 EBF2 ITGB1 IRF1 POLE2 ANP32E PREX1 GLE1 SLC19A2 ATP2B1 MTF1 RGL3 PLCE1 KLF15 MKX NRG1 SCRG1 INPP5B IL33 EPOR CYP24A1 AC006064.6 FSD1 SHANK1 NOP2 BUB1B RIMBP3 UCHL3 TPM3 ROBO3 PTH1R CTF1 LTBP3 DTYMK CYP2R1 STEAP2 ARPC1B ELN FGFR2 ADGRA2 DMPK SYPL2 ORAI3 CLEC11A GRIA1 TFRC ENPEP ZNF354A FCGRT STEAP1 MYL3 ADRA2A LYST KCND2 AMIGO1 NAAA MCC AGTR1 CIART CKAP5 ANO7 DEPDC1 PNRC1 ABCG2 AUTS2 TBC1D16 NID1 SULT1C2 PDLIM3 GRIK2 CPA3 BNIP3 ATP5MF-PTCD1 PRKG1 ARRB1 CCDC110 GNB3 DKK1 KLHDC1 RCBTB2 LRP4 BCDIN3D DNA2 CCDC80 SASS6 LBH AGRN CDCA3 NOTCH1 MYCBPAP SEMA3C UGCG OAS1 STAT2 FGD4 ZNF277 OAS2 ARFGEF2 EXOSC6 OAS3 MID1IP1 SMIM3 SMARCD2 OSBPL6 NEK6 SNAPC1 APOLD1 HIF1A RCN3 IL11RA UBE2T QPRT EPHA4 AARS COMTD1 EGFL7 SCRN2 KCNN4 NRIP3 ARMC4 ARHGAP22 PPM1K D2HGDH RDH5 EEF1A2 ITGA7 SYT2 LYNX1 SPIN2B ITSN1 TSPAN12 PPP1R12B GPRC5A TEX9 CRACR2A INCA1 GAA TSPAN8 MNS1 GLCE ADCK1 THBS2 GBGT1 LGR5 SCLY SPIN2A LGALS1 KRBA2 RRAGD STARD9 RNF207 CSF1 BLOC1S1 ZNF674 HSD17B14 HEBP1 PROM2 NXF3 TTPA MYOM1 TBC1D8B AKAP5 HSPA2 ZBTB25 INSIG2 TIMELESS COL8A1 RFWD3 TICRR FOXO3 TLE4 GMNN USP13 CHTF18 TLR2 PIF1 ERFL MLKL RAB11FIP1 SPTBN4 VPS37C NAGA RECK USP36 PHTF2 PRDX1 RIPOR2 CSE1L A2M APCDD1 KBTBD8 SNRPA1 TET1 SCX LUM LSMEM1 MAPRE2 DCN HHLA3 TRIOBP ZNRF1 KIF22 HSD3B7 SPOCK3 RYR2 ATF4 NRXN3 NR6A1 PLEKHA4 GCC2 CD109 PCDH10 TMEM19 TIMP2 THAP2 WDR27 ANKDD1A ZXDB RRAS ROBO4 P3H1 SATB1 FSTL1 ZXDA CHRM3 LRMDA NRROS RNF175 ACTN1 ECM1 WASF3 ZDHHC15 PPP1R15A FMN2 CCIN ADAM21 RNF157 MPP7 HIST4H4 H2AFJ GREM2 PRRX2 ITM2C PDZRN3 MYL12A SVBP RAD51AP2 GPX3 CTH RGS7 PTPRJ HOXA7 HOXA4 OLFML2A COTL1 ITGAV PTGES RGS20 SPIN4 POLQ VSNL1 ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 DONSON MGP FOXN2 SMCO3 SFRP2 TLE3 ALX3 CLDN11 NABP1 ATP8B2 RACGAP1 CCP110 POMK CREB3L1 MYH10 MELTF DCHS2 IL6R KMO CAVIN1 CHML CNTN3 EXO1 CADM1 CMSS1 SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD NUCB1 LDHD XPOT PRRT2 STAC FRYL TCEA1 ERP27 SOCS2 AC137834.1 CEP170 PEX5L BMT2 NASP NUPR1 GTSE1 ZFP2 FMO1 TMEFF2 SGF29 EMILIN1 CPT1C KCNC4 AC017083.3 HERC5 PNO1 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 SYT16 MAMDC4 PLEKHA6 INSC SCN4B PEX11A RBM15 CYP7B1 COLEC12 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 TRHDE ANKRD6 ULBP2 ULBP1 ANKEF1 PLEKHG3 CDR2 CTSS PPFIA4 GFOD1 CTSK DGKG CRLF1 RAI14 GOLGA3 LDLRAD4 FMO4 RGMB BMP1 AMH ETV5 GDF5 GIMAP2 VKORC1 LIMS1 ARHGDIB PKP2 ERN1 EPHA2 CALCRL JADE3 SEC22B PRCP TPCN1 AP1AR DBF4 ADORA1 ZBTB18 CACNA2D1 NEGR1 LSM11 ABLIM2 ARHGEF19 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS WWOX CDH8 IQCD CHI3L1 ZNF624 FANK1 CEP83 PRRC2C RERG PTPRO MAF TRANK1 TEX2 DDIT3 IFNGR1 BCL2L12 RNF227 FAT3 ACADL DPYSL4 BTG2 INHBE FMOD PRELP PROK1 TLE1 ATP2B4 C1QTNF1 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 ABCA3 PIWIL4 G6PD ZNF423 NFASC TRAPPC1 SDSL SNAI1 ULBP3 PHF19 TNFAIP3 AK3 TM4SF1 ERCC6 CXCL8 CDH11 RASL11A KIF6 LCNL1 PTGDS CXCL6 CDADC1 LONP1 PF4V1 CXCL1 SFPQ PF4 CPNE8 ZGRF1 SMYD3 SLC2A1 GINS2 PLEKHS1 MAGI3 RAB3B GTF2A1L ATAD5 ZBED6 CHD1 PAQR5 CXCL5 CXCL3 POLE PHLDA1 PCLO UBAP1L P4HB ADAM12 FBXO48 AHCTF1 NCS1 PACSIN3 GPRC5B FGD6 TM4SF4 CLIC3 ARHGAP24 KIF23 TNFSF4 MLLT11 ZNF695 CHURC1 MESP1 LDB2 ETNK2 RNF122 SEMA6C CXCL2 SMURF2 EAF2 ARSB FKBP7 NR4A2 NLRP3 ZNF396 GPR85 DLX1 PGAM5 RAB15 TBX3 ARFGEF3 TRAF1 CHURC1-FNTB ZSWIM4 HSPA5 SULT1A1 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 CKS1B ASIC1 ZNF660 MOCS1 NUAK2 CASP4 DMGDH DBNDD2 DAAM2 FTL BHMT2 ASS1 ZNF235 PTPN22 MCEE CRYGS FAM133A CDK18 SEMA3E LNX2 ADGRL3 CYP27C1 TRIM58 LRRC66 GRAP2 GDPD5 CDK2AP2 HSCB ZNF285 EBF1 DARS2 DNAJB5 PWWP2B NUCKS1 GALNT1 CENPL EBNA1BP2 RAB29 VCAN C5 SMCR8 PDE7A GYS1 CCNF RNF182 RAD51AP1 PIK3AP1 DLG1 PRIM1 SPATA18 CLEC2D TTLL6 RAB7B RUNX1T1 HIST2H3PS2 GNPNAT1 FUZ HRK ARL6IP5 NPTX1 ARL17A FAM72A DNAH7 EHBP1L1 NTN1 NSUN5 ALYREF NPB ENDOD1 APOC3 CHI3L2 JMY MPZL3 SESN3 NHLRC4 SORBS2 FRMPD3 DENND2D TTC9 CD83 SGO2 NPY2R PNMA2 BNIP3L CSTA DLX2 RASSF5 ACOT7 JAG1 KSR2 PRPS1 ZNF501 DYRK3 RFC4 ARHGEF9 C10orf90 FOXC2 MAP3K9 DCLRE1B BTF3L4 SMCO4 ROBO2 MDN1 NKX6-2 TENT4B APOA1 NTN4 JARID2 PCGF5 PRDX4 MCCC1 PKNOX2 AC005832.4 DYRK4 HAPLN1 RBM38 PSMC3IP AMDHD1 CCDC28A LMNB2 HIRIP3 KRT15 TBC1D30 ASAP2 FAM162A SH3RF3 PFKFB2 RFC5 MELK CLDN7 KIF21A HOMER1 DTX3 SUMF1 BAMBI C4BPB CACYBP CCDC28B KRT19 C4BPA CALCOCO2 ARMC9 ARHGEF25 GABARAP CDK17 OSBPL5 KRT14 ADRA1B IL12B SECTM1 CCDC88A NREP KIAA0040 PVR SERPINH1 CLTCL1 EFNA4 EFNA3 TMEM234 EFNA1 KRT16 ADCY7 EFHB LIMA1 FRMD3 ADIPOQ DPM3 SLC7A5 ABCC3 FIBCD1 PIMREG PITPNM3 PIFO BTBD3 GADD45B FANCA GAN MYLIP PAPPA2 LMO3 IL6 CHEK1 DENND2C CIT CYB5R3 WDR34 NCAPG MRNIP LCORL FOXP2 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 PODNL1 UGT1A4 CENPI MUC1 ABCA2 UGT1A6 GSN KCTD12 SQSTM1 NUDT8 UGT1A8 AATK EDIL3 GALNT5 UGT1A10 OVGP1 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ORC1 ATP7B ERMN ABCD2 TAF4B GCN1 IL27RA MID2 GMPR GNG7 NRAS LRP1 CCDC112 ZNF469 SAT1 VCP RASAL2 MAFG TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 STARD4 NCAPG2 STK17B HSPB2 CRYAB HMGA2 TYRP1 CLEC2B MARCH9 CGB8 RALGPS2 A4GALT IDH2 RPL39L PLXNA2 ANGPTL1 NKD1 AXIN2 CSRNP3 DCLK1 CNN1 SAMD1 KRT17 GULP1 LRRK2 SETDB2 RBM24 TMPO TCF4 LAMB3 CMTM3 PLEKHG5 CLEC12B CMIP SAPCD2 AGPAT4 TIE1 HSD11B1 ASF1B G0S2 EDNRA MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 CMTM4 THBS3 PRKCA CMC1 AZI2 IRF6 POU2F2 UTP25 TNFRSF25 C1QTNF12 RBMS3 SIPA1L1 FANCG RTP4 ABL2 PDGFRA KLHL24 BCL6 CASP1 TICAM2 TMED7-TICAM2 LMO2 GALNT3 LNX1 NOD2 IRAK3 ZNF519 PPP1R3C GPX7 SELENBP1 COMP CDO1 INKA2 KIF15 KCNH1 ACP5 CYP27B1 AVIL COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 PCDH9 MVD CSRP2 E2F7 SIRT4 TLR3 TRAF5 TUBB3 EPGN PACSIN2 PARP9 NTF3 DGAT2 KCND3 MITF DTX3L PYCR1 PIM1 CTTNBP2NL JAK2 PPFIA3 BCAM UGP2 NEK2 SNCA CPAMD8 PRLR AK5 GRAMD1C ZNF823 ADGRL1 NAV3 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 GNAL CYTIP CDH13 CNTNAP1 DTL APAF1 ACSM5 ITPR2 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 PDZK1 MED12L SCP2 HJURP CD160 PACC1 SCN9A ESF1 ATF3 PIAS3 ABLIM1 BATF3 ANKRD35 TSPAN2 BEX4 CARD16 OLR1 NGF CDKN3 NARF ACVR1C VANGL1 ANKS1B PMP22 QTRT2 JUP CGN ZNF491 CDT1 KMT2A PARP14 ITGA10 POP5 PYCR3 SYT1 C11orf54 MAB21L3 GIP QSOX1 LRIG3 TXLNB SORBS3 CITED2 TUFT1 HSPBAP1 ANKRD34A TEDC2 CDH2 CABP1 POLR3GL IDO1 COL3A1 EPHA5 TP63 BZW1 SLC11A2 PLCD1 MLEC OSGIN1 MLYCD AREG PROX1 ACADS MCM2 ZNF526 NECAB2 PPP1R12A IDNK ZNF763 CNIH2 CCDC150 NR3C2 PODN PTK2B SAXO1 CENPF PIK3R3 B4GALT2 GUCY1B1 SCNN1D C22orf39 SEMA5B CENPX BTC APOC1 APOE AC005670.2 LRRC45 TACC2 GABARAPL1 PTGFRN FAM3C WDR90 CEMP1 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FAM13C FKBP10 CCDC24 MYB MR1 AKAP12 ZNRF3 CD9 FAM214B FUS PLD6 FLCN GKAP1 TTLL1 TTF2 KIF27 COL5A2 HES7 KREMEN1 CYP4F11 SPATA17 PDIA5 TRPM8 INKA1 IL18 UBA7 TDRKH TGFB2 ITGA6 C17orf58 KPNA2 P3H2 TFAP2E TENT5C CYP4V2 BCO2 PYCARD KLKB1 TXNIP OASL PDK1 HAUS8 OTOGL EPRS PAFAH1B3 BEX2 AC008770.4 RMND1 CLDN1 P2RX7 ZMAT4 CLDN16 ZNF625 MGLL PDGFC IL26 LETMD1 STOM PTPRQ WDR3 GLUL NEXN S100A10 KLF17 FLG HRNR SMAD9 PDCD1LG2 CD274 SFRP1 NBPF10 HTR1F YPEL3 MARC2 NOTCH2NLA CALML6 HACD2 P2RX4 DCLK2 IL1RAP RAD54L MARC1 HLX HAUS6 DUSP10 ARL4C RRAD MYLK RNASEL HHIPL2 RELB RGS16 STK38L AC129492.3 P2RY1 GINS4 PER1 RAP2B NPL NXPH3 CCDC170 RAB40B PTPRE SLC40A1 TBX15 GMNC GAS2L3 ZNF703 ACSS3 ADHFE1 LIN7A REXO5 FAM20A TRAPPC9 WIPI1 RRS1 ARSG EXOSC8 CLSPN CERS1 TRAIP ALDH3A1 ARHGEF2 AAK1 PDE3A ANGPTL2 FUBP1 SSR2 RALGPS1 GATA2 ZNF843 ACAP3 WNK4 TCEAL9 POU6F1 DNAJB4 ANKRD11 LAMC2 GUCY1A2 SMAGP NMNAT2 LMNA SAMD4A GAS2L1 SLCO1B3 ZNF697 EPHA3 SPACA6 TRIM16 ABTB2 IFI44L ERBB4 ARNTL2 CDRT1 RMI1 FMO5 MB21D2 PHGDH IMPDH1 CBFB NCF2 TGFB1I1 DNAH14 EPHB3 IKZF2 AP2M1 SRGAP1 VAV2 ZNF296 LBR CSRNP1 TRAPPC6A HAS1 CORO1A ENAH ABCA9 CDC45 PADI1 XIRP1 FPR1 ABCA8 TULP4 NTNG2 CAMK2N2 ARPC5 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 SLCO1A2 GCH1 MOCOS SYNE1 MORN3 ULK2 C1orf21 ADGRL4 LIN9 CAT NXPH4 HSF4 ANXA2 COPRS PARP1 NIBAN1 MYBL1 HYLS1 SHMT2 PUS3 FBXL8 ITPKB DRP2 PPFIBP1 PSEN2 MME ABCA6 BAHCC1 HSDL1 WDR66 KALRN FHOD3 BCL7A COL5A1 ESR1 ABCA10 LRRC43 ACTG1 WDHD1 ZNF836 ABCA5 RFC2 FSCN2 FBXO10 HMCN1 NTRK2 SEPTIN5 AC000093.1 LGALS3 SCN8A ZNF678 GEM EHF WNT9A ATP2C2 DDX31 PRG4 DMKN KIF2C PTGS2 GJA5 PLA2G4A HES1 MEF2C LRRC15 KCNJ8 RTL10 SPX ATP13A3 KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 BTBD19 MUC13 PTCH2 HEG1 ABCC9 IQCH DLGAP5 CPM DLX4 DLX3 POPDC3 OBSCN RAD54B TRIM17 CYP2D7
## 9514 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 INSRR ACVR1 HSP90B1 STAB2 NEK5 POSTN NEK3 DNAJA3 PDK3 UBE2L6 FAM20C MSH5-SAPCD1 PNCK UBE2H CCL7 MSH5 RAB26 CCL8 PGF CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 CLEC3B ALPK2 ROS1 ABCC2 TUBE1 SYN2 CCN6 MYO19 JCHAIN KATNAL2 RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB CTSB PCOLCE TRIB3 HELLS P2RX5 FARSB FGF10 HSPA1A HELZ2 PFKL TAP1 DNAJA4 RAB33A COL13A1 MLH3 CDK15 SLIT2 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CD44 CCT6B EHD3 ATP11A ST8SIA4 MAP3K1 POLA1 MYO7B HBEGF CHKA ROR2 PXK GPNMB EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 IRAK2 PRKDC PAK3 EGFR RASD1 EHD4 SDCBP P2RX6 PDK4 TMEM184A MANF PKM PRKAG2 HASPIN ADA2 ABCA7 RTEL1 RAB9A PMS2 GFPT2 MSTN GLYCTK TTLL3 PRKCE TRIB1 RTEL1-TNFRSF6B LTBP4 VTN TRPM2 NRP2 ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA KIF20A AL669918.1 ENPP1 PTN HIPK2 NLRP10 GK CAMKK1 DNAH1 NIN PRAG1 MCM8 SERPINE2 PRKY HSPE1 SLIT3 DGKI BGN TUBB2A HSPD1 IARS HK2 SAMHD1 PNP PFKFB3 VEGFB TNXB MCM4 EVA1C CCN2 TUBB2B COL25A1 IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 NARS PLK2 CLIP3 RSKR RAB3A ATP8B1 CHST15 ELANE PKDCC DCK MAP2K3 ANG RRM1 SRXN1 MYO1F DAPK1 ATP9A MCM6 HSPA13 CHD7 ITGA2 TRIO SAR1A ITPKC COL5A3 RTN4RL1 LIPC RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 GNL3 ACTR3B ORC5 ADA ERCC6L KIF3C ABCC6 RANBP17 PAICS CHST12 ARL3 PTCH1 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 ASNS CCN5 SYN1 HS3ST5 RUNX1 VEGFA HSPA14 LY96 LTF STK26 KIF24 ACTN4 RND3 GRK5 TGFBR2 ADAMTS3 UBE2QL1 ACBD7 FKBP4 MPPED2 TNFAIP6 KIF5B VIT APOB MAP4K4 FBLN7 ACTG2 TSSK4 TWNK MYO1D ARL4D DNM1 NOA1 RSPO3 STK36 CDKL3 NTRK3 TBCK RHOBTB1 MYO10 DDX21 SULF1 CEMIP CLCN4 HSPA12B MYO18A ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH RSPO2 ATAD3B SPATA5 MCM7 SEPTIN4 ADAMTS1 ADAMTS5 HPSE VRK1 FGFRL1 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB ACVR1B RAB27B TAOK1 SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 NME3 CCN3 TTLL7 HMMR GAL3ST4 FGF1 DYNC1H1 PNPLA3 HSPA8 FBN1 PIK3CD STK33 SOD3 IQCA1 WARS HYOU1 TOP2A NDNF SPON2 SLC19A1 ILK ADAMTS15 NME1 SPHK1 RAD51B LGALS9 RHOV GCKR MYH9 CDKL5 KSR1 AXL PDE4D ACAN FCSK ABCA13 NUAK1 CKB PDE5A DDX39A PBK HAPLN3 SLFN5 MYH2 IPPK TGFBR1 ECM2 MYH1 DMC1 HSPA4L BRIP1 TPK1 CDA PINK1 SAA1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 ADGRG1 SEMA5A PLK4 MX2 KIF17 PDIK1L NIM1K FN1 TNC FGR MAP3K12 TNIK PFKFB4 TTK ATP1A2 ATP8B3 PRNP CCN1 YARS SIK1 LMTK2 CDK12 SEPTIN6 CD14 RAD51 ADCY8 ACACB XRCC3 COL11A1 TUBA3C RPS6KA4 RHOB LTBP2 RBKS TUBB4B LPL STK40 MET SLFN13 GK5 POLR1B ABI3BP TARS MYH3 LAMA1 FIGNL1 TOR4A PKN3 RAPGEF2 ITPKA MX1 ROR1 FST MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A COL16A1 CDK2 LARS MUSK KIF11 ENG HSPA9 ATAD2 FGF7 BMP2K GAP43 ATP10A SMC1A LPAR1 SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B ATP2A1 RHEBL1 SMC4 ATP6V1B2 GNAZ RAB20 DYRK1B RIPK4 SGK1 MYH15 MMP7 NMNAT3 AK4 PTPRF CNGB1 RAB39B THY1 TLR4 ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 MDK CNBD2 PANK1 MCM5 APLP1 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 SULF2 GBP4 GBP5 DHX58 MYLK2 GAL3ST3 MAP2K2 MASTL ACSL1 MAGI1 LBP CAMK2B TUBA1C TUBA1A HSPA6 CFH ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK PCOLCE2 TOP1 PAPSS2 ACSL5 KIF4A MKNK2 KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 DDR2 RAB9B MYH7B PTPRC TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 THBS1 PAK4 EPHB1 KIF14 AURKA TGFBR3 GTPBP2 SMC2 ACOT11 TUBB1 CLCN5 OPLAH PEX6 DHX33 KIF21B DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R GNAO1 PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 AURKB PPCS UBE2S PARS2 COLQ TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB FGF2 RHOD RIMKLB SARS CAMK4 RSPO1 MAP3K5 LAYN PFAS MYO1E HCK MSH2 SCARB1 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR CD200 NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 NID1 PRKG1 DNA2 CCDC80 AGRN OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS EEF1A2 CRACR2A ADCK1 THBS2 RRAGD STARD9 HSPA2 CHTF18 TLR2 PIF1 MLKL DCN KIF22 SPOCK3 RRAS FSTL1 GREM2 ITM2C POLQ CCN4 ATP8B2 POMK MYH10 CRISPLD2 PIK3C2B CTSS CTSK DGKG GIMAP2 ERN1 EPHA2 ADORA1 DDX58 ALPK1 RAB30 MARS CHI3L1 RERG TRANK1 ACADL PRELP ATP2B4 PCK2 ABCA3 AK3 ERCC6 RASL11A KIF6 CXCL6 LONP1 PF4V1 PF4 MAGI3 RAB3B ATAD5 CHD1 KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 DARS2 RAB29 VCAN TTLL6 RAB7B ARL17A DNAH7 CHI3L2 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 HAPLN1 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ADIPOQ ABCC3 FIBCD1 CHEK1 CIT CYB5R3 FYN ABCA2 AATK OVGP1 NRP1 TUBG1 ORC1 ATP7B ABCD2 NRAS LRP1 VCP STK17B DCLK1 LRRK2 TIE1 GUCY1A1 THBS3 PRKCA ABL2 PDGFRA NOD2 IRAK3 COMP KIF15 PGK1 BMP4 MVD TUBB3 PARP9 PIM1 JAK2 UGP2 NEK2 AK5 NAV3 MTHFD1L GNAL APAF1 ACSM5 SCP2 ACVR1C EPHA5 MCM2 IDNK PTK2B GUCY1B1 APOE TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL SFRP1 P2RX4 DCLK2 RAD54L ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 LAMC2 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 DNAH14 EPHB3 ABCA9 ABCA8 GCH1 ULK2 ITPKB ABCA6 KALRN COL5A1 ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 1443 ADAMTS13 KDR IGF1 CALR CCN6 LAMB2 TSPAN4 GPNMB EGFR FERMT3 LTBP4 VTN IGF2 PTN TNXB CCN2 ITGA2 DMD CCN5 ADAM10 ACTN4 S1PR3 LAMA3 COL4A3 IBSP SPP1 ADAMTS5 CXCL12 MMP14 CCN3 FGF1 FBN1 ILK FAP LAMB1 ITGB2 MYH9 ICAM4 VCAM1 ICAM1 ECM2 ICAM5 MFGE8 ICAM3 ADAM11 FN1 TGFBI CCN1 FBLN5 CX3CL1 FRMD5 COL16A1 F11R ESM1 CD151 THY1 ITGBL1 ITGB3 LAMA5 CD177 SEMA7A ITGB4 ADAM22 ITGB8 THBS1 ITGA5 IL1B FGF2 ISG15 EMP2 ITGB1 NRG1 TSPAN8 TIMP2 ACTN1 ITGAV CCN4 SFRP2 EMILIN1 P4HB EDIL3 LAMB3 PRKCA COMP COL3A1 CD9 COL5A1
## 5670 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 CRABP2 HSP90B1 STAB2 NEK5 NEK3 DNAJA3 PDK3 DUOX1 UBE2L6 ADAP1 FAM20C DDAH2 MSH5-SAPCD1 PNCK BAG1 RIDA UBE2H MSH5 RAB26 CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 ALPK2 PYGB ROS1 ABCC2 ALDH1B1 TUBE1 SYN2 MYO19 FABP5 KATNAL2 RNLS RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B OSBP2 HSPA12A BMPR1B TUBB PHYH TRIB3 GCAT HELLS P2RX5 FARSB TRPC4 HSPA1A HELZ2 CD320 SQLE PFKL TAP1 DNAJA4 RAB33A MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CD44 CDX1 CCT6B EHD3 ATP11A KYNU ST8SIA4 MAP3K1 PGD POLA1 MYO7B CHKA GRAMD1A ROR2 SESN1 PRTFDC1 PXK EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 NT5M IRAK2 DHCR7 PRKDC ME3 PAK3 EGFR HSD17B8 RASD1 EHD4 P2RX6 PDK4 ITPR3 PKM PRKAG2 HASPIN ABCA7 RTEL1 RAB9A PMS2 GLYCTK TTLL3 PRKCE DHFR TRIB1 ALOX5AP RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA NT5C3A KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 NT5C1B NIN CYP3A5 PRAG1 MCM8 PRKY HSPE1 DGKI LMAN1 TUBB2A HSPD1 PRR7 IARS PLOD1 HK2 SAMHD1 PNP PFKFB3 MCM4 TUBB2B IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 SQOR PKDCC DCK MAP2K3 RRM1 SRXN1 OAT SLC1A3 NPC1 MANBA CASTOR1 MYO1F DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 ITPR1 TRIO SAR1A ITPKC HINT3 ME2 RUNX3 ABCC1 PFKP NAIP CYP26B1 GOT1 ADH5 QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 FHIT ADA ERCC6L KIF3C ABCC6 RANBP17 PAICS SEC14L2 CHST12 STX3 ARL3 PTCH1 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 CYP19A1 SPR ASNS SYN1 HS3ST5 PLOD3 RUNX1 HSPA14 ID3 ACCS STK26 KIF24 ACTN4 RND3 GRK5 TGFBR2 MICAL3 UBE2QL1 ACBD7 TALDO1 FKBP4 MPPED2 TNFAIP6 KIF5B PLCL1 UGDH MAP4K4 FOLR3 ACTG2 HPRT1 TSSK4 CYP17A1 TWNK BAG3 MYO1D ARL4D GPI DNM1 NOA1 GCHFR STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 SLC2A5 MYO10 NOX4 DDX21 CEMIP CLCN4 HSPA12B MYO18A P4HA1 TM7SF2 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH DNMT1 FTCDNL1 ATAD3B SPATA5 MCM7 SEPTIN4 DHRS3 VRK1 OSBPL10 MBD2 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 GPD1L SLC27A3 NAV2 LMBRD1 TMEM173 DIRAS1 NEK10 SLC27A1 NME3 TTLL7 HMMR GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS STARD5 DHFR2 HYOU1 TOP2A SLC19A1 ILK CBS FABP2 FKBP1B NME1 SPHK1 RAD51B NR1H3 HPGD LGALS9 RHOV CYP4B1 TP53I3 MYH9 CDKL5 KSR1 AXL PDE4D ACAN FCSK ABCA13 NUAK1 CKB PDE5A DDX39A ZBTB38 PBK HAPLN3 MICAL2 SLFN5 MYH2 IPPK TGFBR1 MYH1 CYGB DMC1 HSPA4L BRIP1 SGPL1 FOXRED2 TPK1 CDA CRY1 PINK1 PRKD1 CYP1B1 GARS MOK ACLY EHD1 ACSS1 SLFN11 GRIN3B PLK4 MX2 TCN2 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 HMGCS1 TTK GMDS ATP1A2 DDAH1 NPC2 ATP8B3 CCN1 YARS SIK1 LMTK2 CDK12 VDR SEPTIN6 CYP2E1 RAD51 ADCY8 ACACB FABP3 XRCC3 TUBA3C RPS6KA4 RHOB CAV1 GRPEL2 RBKS TUBB4B TRPC6 STK40 MET SLFN13 GK5 POLR1B TARS MYH3 FIGNL1 STRA6 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ABAT ROR1 NAGS NOX5 MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A CDK2 LARS MUSK KIF11 ENG HSPA9 ATAD2 AKR1C1 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 OSBPL3 MYO15B SLC2A3 ATP2A1 RHEBL1 SMC4 ATP6V1B2 KYAT1 GNAZ CSAD AKR1C2 RAB20 DYRK1B RIPK4 SGK1 MYH15 AKR1C3 RBP1 NMNAT3 AK4 CNGB1 RAB39B ACTB CYP26A1 KIFC2 TRPC3 ABCB1 MAP3K14 SLC22A4 P4HA2 CNBD2 PANK1 MCM5 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 GBP4 GBP5 DHX58 MYLK2 GAPDH GAL3ST3 MAP2K2 MASTL APOD ACSL1 CRYL1 MAGI1 BDH2 LTB4R CAMK2B TUBA1C TUBA1A HSPA6 UHRF1 ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A SLC27A6 MKNK2 GPSM2 GPT LDHA KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 RBP4 MAOB DDR2 RAB9B MYH7B TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 POLD1 EPHB1 KIF14 AURKA GTPBP2 SMC2 PLOD2 ACOT11 TUBB1 SPTLC2 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B SESN2 KIF18B CSF1R GNAO1 PIM3 MAPK13 P4HA3 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 ZBTB21 MICAL1 AURKB PPCS UBE2S PARS2 GPT2 CRY2 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB DHCR24 REV3L RHOD RIMKLB SARS CAMK4 MAP3K5 LAYN PFAS MYO1E HCK P3H3 MSH2 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 OSBPL7 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH GLE1 ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 AGRN OAS1 OAS2 OAS3 OSBPL6 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 SYT2 CRACR2A ADCK1 RRAGD STARD9 PROM2 TTPA HSPA2 CHTF18 PIF1 MLKL KIF22 RYR2 RRAS P3H1 ITM2C CTH POLQ ATP8B2 POMK MYH10 KMO SLC1A1 LDHD FMO1 FMO3 AFP FMO2 COLEC12 PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 ADORA1 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL ATP2B4 PCK2 ABCA3 G6PD SDSL AK3 ERCC6 RASL11A KIF6 LCNL1 PTGDS LONP1 MAGI3 RAB3B ATAD5 CHD1 POLE KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 CYP27C1 DARS2 RAB29 VCAN GYS1 TTLL6 RAB7B GNPNAT1 ARL17A DNAH7 APOC3 SESN3 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 APOA1 MCCC1 AC005832.4 DYRK4 HAPLN1 PFKFB2 RFC5 MELK KIF21A CDK17 OSBPL5 ADCY7 ADIPOQ ABCC3 CHEK1 CIT CYB5R3 FYN UGT1A1 UGT1A7 UGT1A9 ABCA2 UGT1A8 AATK TUBG1 ORC1 ATP7B ABCD2 NRAS VCP AOX1 STARD4 STK17B IDH2 DCLK1 LRRK2 TIE1 GUCY1A1 WDR77 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD SIRT4 TUBB3 PIM1 JAK2 UGP2 NEK2 AK5 GRAMD1C NAV3 MTHFD1L GNAL APAF1 ACSM5 ITPR2 ALDOA SCP2 ACVR1C QSOX1 EPHA5 ACADS MCM2 IDNK PTK2B GUCY1B1 APOC1 TRPM4 TTLL1 TTF2 KIF27 CYP4F11 UBA7 P3H2 OASL PDK1 EPRS P2RX7 GLUL MARC2 P2RX4 DCLK2 RAD54L MARC1 ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 RMI1 FMO5 PHGDH IMPDH1 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 MOCOS ULK2 CAT PARP1 SHMT2 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 8309 ADAMTS13 PLIN3 KDR PKP4 ACVR1 POSTN IGF1 HIST1H3H CALR CDH6 CCN6 EZR DSP SHTN1 CNN2 TRPC4 HSPA1A ANK3 ARHGAP18 LAMB2 TSPAN4 CCS ARVCF GPNMB TENM2 EGFR VCL EHD4 SDCBP LRRC4C CDH24 CEMIP2 PKM FERMT3 LTBP4 VTN IGF2 MICALL1 PTN TNXB PKP3 CCN2 SWAP70 NUMBL ITGA4 RSL1D1 EPS8L2 ITGA2 CALD1 BZW2 RANBP1 PFKP FXYD5 STAT1 SLC3A2 SLC14A2 DMD PAICS CCN5 ADAM10 CAPZB ACTN4 HCFC1 ANXA1 S1PR3 STXBP6 CDH7 CDK5R1 KIF5B LAMA3 COL4A3 BAG3 AFDN IBSP CAMLG SPP1 ADAMTS5 CXCL12 CDH18 MMP14 SPTBN2 HIST1H3B PPL ARHGEF16 CCN3 FGF1 HSPA8 FBN1 EIF3E ILK FAP LAMB1 ITGB2 MYH9 ICAM4 VCAM1 ICAM1 PLCB3 CD1D FLNA TBC1D2 ECM2 RANGAP1 ICAM5 TES MFGE8 ICAM3 EHD1 PTPRH CDH4 H1FX DIAPH3 ADAM11 KRT18 FN1 PPP1R13L CDH10 TGFBI PDLIM1 CCN1 NLGN2 NOP56 AHNAK TJP2 TENM3 FBLN5 BAIAP2L1 CX3CL1 HIST1H3E CBL FRMD5 COL16A1 F11R CDH3 PTPRM FNBP1L CTNNAL1 CDH1 ESM1 CD151 PHLDB2 PTPRF THY1 ITGBL1 ITGB3 CIP2A FSCN1 LAMA5 CD177 TRIM25 VASP SEMA7A NECTIN1 CDC42EP1 ITGB4 ADAM22 ITGB8 LDHA TRIM29 CNN3 LRRFIP1 THBS1 PAK4 ITGA5 LASP1 IL1B RTN4 LRRC59 MMP24 FGF2 TENM4 CCNB2 ISG15 ANLN EMP2 CPE NOTCH3 COBLL1 FLNB ITGB1 NRG1 CKAP5 GPRC5A TSPAN8 PRDX1 NRXN3 TIMP2 ACTN1 MPP7 PTPRJ ITGAV CCN4 SFRP2 EMILIN1 GOLGA3 PKP2 EPHA2 FASN CDH8 PTPRO HDLBP CDH11 P4HB HSPA5 DLG1 PVR LIMA1 BAIAP2 EDIL3 GCN1 TMPO LAMB3 PRKCA COMP PACSIN2 ADGRL1 CDH13 ALDOA JUP CGN CDH2 COL3A1 BZW1 CD9 ITGA6 P2RX4 MB21D2 ANXA2 PPFIBP1 COL5A1 HMCN1 PDLIM5
## 1650 SAMD14 IQGAP3 MYL9 HIP1 SVIL SCIN TAGLN CDH6 TNS1 PPP1R9A MYO19 KATNAL2 EZR TMSB4X PDLIM2 TIAM1 SAXO2 SHTN1 DIAPH2 CNN2 ANK1 ANK3 TPM1 ANKRD2 MSRB1 ACTC1 HOMER2 MYO7B CETN2 PXK MYH11 KATNAL1 NDE1 MICALL2 EGFR VCL SPTBN5 RFLNB SDCBP MYRIP CDH24 SMTN PIP CLASP2 STX1A CLMN PRKCE SYNE3 KIF13B RHOA KIF20A SLC8A1 SKA1 CCDC88C FERMT1 DYNC1I1 FMN1 NEBL LIMCH1 SPAG5 HSPH1 DSTN ALDOC TRPM7 YWHAH CLIP3 RAB3A ANG FAM107A KCNMA1 EPS8L2 MYO1F SPIRE1 CALD1 SLC6A4 TPM2 ENC1 MAP2 FXYD5 ADORA2A AATF MAP1A MARCKS KIF18A ACTR3B DAAM1 KIF3C DMD BRCA2 SNTA1 ANK2 ARL3 KIFC1 VASH1 CAPN3 SYN1 CAPZB FAM83D KIF24 ACTN4 MICAL3 HSPB7 CDH7 SHROOM2 CDK5R1 EVL FKBP4 KIF5B CACNA1C DAG1 MAP4K4 MYO1D PRC1 DNM1 FHL3 PDLIM7 AFDN MYO10 MYO18A MYO15A SPAG8 SYNPO2 PKD2 PALLD ESPNL CDH18 CLU SPTBN2 DUSP3 TLNRD1 MYOZ2 PPARGC1A RAB27B TAOK1 LGMN TMSB15A TTLL7 MAPT LARP6 SSH2 APBB1 STMN1 CORO2B BCAS3 CORO6 NME1 MYH9 AXL TNS4 LSP1 DIAPH1 TPPP3 SKA2 FLNA PSTPIP2 LRP8 MICAL2 CDC42EP3 MYH2 MYH1 MAP1LC3A PHACTR2 SYBU TNNT1 MTSS2 MX2 EPB41L4B KIF17 CDH4 DIAPH3 PTPN3 SPATA4 LDB3 CDH10 CORO1C ABLIM3 NUSAP1 PDLIM1 SSH1 PRNP REEP1 SUN2 LMTK2 SNTB1 ADCY8 FABP3 ANTXR1 CEP70 CALM1 NRCAM EPB41L5 MYOZ1 TRPC6 AGBL4 BAIAP2L1 PLEKHH2 MYH3 MX1 FRMD5 KIF11 AJUBA DES MAP1B HAUS4 FARP2 KLHL3 TRPV4 ANXA6 MYO15B TMOD2 CDH3 STMN2 CTNNAL1 CDH1 MLPH RGS2 LZTS1 PLS3 MYH15 OBSL1 PLS1 RAB39B MSRB2 ACTB KIFC2 FMNL1 CCDC69 EPB41L4A FSCN1 HIP1R GBP1 ANXA8 VASP RABGAP1 CALM3 TMSB10 MYLK2 GAPDH CFL1 SYNPO MAGI1 CAMK2B KIF4A BRCA1 KIF20B PLK1 CNN3 TMSB15B MYH7B PTPRC PDE4B CENPE EML6 BCL2L11 SGIP1 CENPJ KIF14 MYL2 MTSS1 AFAP1 SYNE2 DCDC2 LASP1 KIF21B WASL KIF18B JAKMIP2 REEP4 FHDC1 GMFG CCSAP SYNM RFLNA MYPN S100A4 MICAL1 ADSSL1 FLNC RAB3D DISC1 ABRAXAS1 RCSD1 BIRC5 MYO1E BICD1 ACTR2 KIF26B CSRP1 ANLN PSRC1 COBLL1 FLNB TBCE LMO7 LMOD1 ITGB1 FSD1 TPM3 ARPC1B MYL3 PDLIM3 GNB3 FGD4 ARFGEF2 NEK6 STARD9 MYOM1 HSPA2 SPTBN4 MAPRE2 TRIOBP KIF22 ACTN1 WASF3 FMN2 COTL1 RACGAP1 MYH10 SORBS1 ANKRD1 SPTB RAI14 AP1AR ABLIM2 GLI1 CDH8 DPYSL4 CDH11 KIF6 RAB3B PACSIN3 KIF23 DAAM2 RAB29 DLG1 TTLL6 JMY SORBS2 C10orf90 PKNOX2 KIF21A CACYBP GABARAP CCDC88A LIMA1 FRMD3 PIFO MYLIP FYN BAIAP2 GSN MAP6 ERMN MID2 CRYAB CNN1 LRRK2 DIXDC1 ABL2 NOD2 KIF15 AVIL MAP6D1 PACSIN2 SNCA NAV3 SHROOM3 CDH13 ALDOA CAP2 ABLIM1 BEX4 CGN SORBS3 CDH2 SAXO1 APOE GABARAPL1 WDR90 FUS KIF27 PYCARD NEXN ARL4C MYLK STK38L GAS2L3 ARHGEF2 GAS2L1 CORO1A ENAH XIRP1 ARPC5 SYNE1 ANXA2 FHOD3 FSCN2 KIF2C PDLIM5 OBSCN
## 429 SAMD14 HIP1 SVIL SCIN TAGLN TNS1 PPP1R9A MYO19 EZR TMSB4X PDLIM2 SHTN1 DIAPH2 CNN2 TPM1 MSRB1 HOMER2 MYO7B PXK MYH11 MICALL2 EGFR VCL SPTBN5 MYRIP SMTN PIP CLMN PRKCE SYNE3 FERMT1 FMN1 NEBL LIMCH1 DSTN TRPM7 YWHAH ANG FAM107A KCNMA1 EPS8L2 MYO1F SPIRE1 CALD1 SLC6A4 TPM2 ENC1 FXYD5 MAP1A MARCKS KIF18A ACTR3B DAAM1 DMD SNTA1 VASH1 SYN1 CAPZB ACTN4 MICAL3 SHROOM2 CDK5R1 EVL DAG1 MYO1D FHL3 PDLIM7 AFDN MYO10 MYO18A MYO15A SYNPO2 PALLD ESPNL SPTBN2 TLNRD1 MYOZ2 TMSB15A MAPT SSH2 CORO2B CORO6 MYH9 TNS4 LSP1 DIAPH1 FLNA PSTPIP2 MICAL2 MYH2 MYH1 PHACTR2 MTSS2 DIAPH3 LDB3 CORO1C ABLIM3 PDLIM1 SSH1 SNTB1 ADCY8 ANTXR1 MYOZ1 TRPC6 BAIAP2L1 PLEKHH2 MYH3 AJUBA MAP1B KLHL3 TRPV4 ANXA6 MYO15B TMOD2 CTNNAL1 MLPH PLS3 MYH15 PLS1 MSRB2 FMNL1 FSCN1 HIP1R GBP1 ANXA8 VASP TMSB10 CFL1 SYNPO CAMK2B CNN3 TMSB15B MYH7B MYL2 MTSS1 AFAP1 SYNE2 LASP1 WASL FHDC1 GMFG MYPN S100A4 MICAL1 ADSSL1 FLNC RCSD1 MYO1E ACTR2 ANLN COBLL1 FLNB LMOD1 ITGB1 TPM3 ARPC1B MYL3 PDLIM3 FGD4 MYOM1 SPTBN4 TRIOBP ACTN1 WASF3 FMN2 COTL1 MYH10 SORBS1 SPTB RAI14 ABLIM2 DAAM2 JMY PKNOX2 CCDC88A LIMA1 GSN ERMN CNN1 LRRK2 DIXDC1 ABL2 NOD2 AVIL SNCA SHROOM3 ALDOA CAP2 ABLIM1 CGN NEXN MYLK STK38L GAS2L3 CORO1A ENAH XIRP1 ARPC5 SYNE1 FHOD3 FSCN2 PDLIM5
## 6029 ADAMTS13 SCG5 ZNF883 MAP2K5 ZFP57 HHAT CARNS1 ADAM19 RNF130 KDR XAF1 KIT ALDH18A1 ZNF385D C2 TXNRD1 DDO INSRR ACVR1 CRABP2 HSP90B1 NT5DC3 STAB2 TIMM8A NEK5 POSTN ZNF688 BARD1 NEK3 APOM BGLAP DNAJA3 PDK3 RGN CGREF1 MYL9 DUOX1 UBE2L6 HIP1 PLCB2 ADAP1 FAM20C DDAH2 MCM10 KCNIP3 ZSCAN16 MSH5-SAPCD1 LENG9 B4GALT1 CALR PNCK RIDA UBR4 UBE2H SCIN CCL7 MSH5 RAB26 CCL8 PGF PHOSPHO2 CDK6 SYTL3 RFK CDH6 TNS1 AHRR TRIP13 ARL4A TYRO3 EFL1 CLEC3B ZNF704 GEN1 ALPK2 PCDH18 PYGB NR1D2 SMPDL3A ROS1 ABCC2 TUBE1 SYN2 PRUNE2 ZNF395 CCN6 ZNF107 TIMP4 NEIL1 MYO19 ZNF181 JCHAIN FABP5 KATNAL2 MMP28 BBOX1 RNLS RPS6KA5 TAP2 NUP153 PARD3B ZNF273 CYP2U1 PDGFRB AGFG2 ZNF117 PDLIM2 PI4K2B SIK1B COL11A2 IMPA2 HSPA12A BMPR1B PPP2R3B TUBB ZNF367 ACER2 NOTCH4 CHSY3 PCOLCE PHYH RORA TRIB3 GCAT ZNF850 ZNF572 LOXL3 HELLS P2RX5 FARSB GATA6 TRPC4 FGF10 HSPA1A HELZ2 CDIP1 CD320 SQLE PFKL YPEL4 PDE1C TAP1 DNAJA4 RAB33A COL13A1 VWCE MSRB1 MLH3 CDK15 SLIT2 JAK3 HSPG2 RELN ACTC1 MAP2K1 HCN1 ZNF345 MCM3 NOLC1 CD44 ZNF789 CCT6B EHD3 ATP11A KYNU ST8SIA4 OSR2 MAP3K1 RNF39 CELSR3 POLA1 CCS MYO7B HBEGF CHKA UBR3 ROR2 CETN2 SESN1 TTC3 DNMT3B PRTFDC1 ZFAND4 PXK GPNMB TENM2 CPA4 NINL EPHB6 MYH11 DBI TERT CAPS KATNAL1 WASHC2C ZNF358 HRAS RNF217 NLRC3 GTPBP4 GYG2 IDI2 IDI1 NT5M MMP11 L3MBTL3 IRAK2 KLF11 MICALL2 RRM2B PRKDC ME3 PAK3 AMPH EGFR ARSD HSD17B8 RASD1 ZNF420 NOCT EHD4 TCF19 ZSCAN23 MICU3 GALNT10 SDCBP MYRIP ARSE CDH24 P2RX6 CEMIP2 RASA4B FKBP9 RPS27L PDK4 FZD7 TMEM184A ITPR3 LPXN PKM MYL5 PRKAG2 TNFRSF11A HASPIN NR1D1 ADA2 THRA PLCD4 ZNF589 ZNF846 NUCB2 ARSJ ABCA7 RTEL1 RAB9A PMS2 RRM2 MSTN GLYCTK SCD TTLL3 ZCCHC2 PRKCE NR2F1 DHFR TRIB1 THRB KCND1 SLC2A4RG JPH2 ALOX5AP SNN RTEL1-TNFRSF6B SALL2 LTBP4 VTN RASA4 POLR3K TRPM2 NRP2 ACTA2 DDR1 PKMYT1 TUBB6 STAMBPL1 SCUBE3 SMPD1 MIS18A HPCAL1 RPS6KA2 EPHB2 MAP3K8 KIF13B PGP CARS SOD2 TBXAS1 RHOA NT5C3A MICALL1 CPXM2 ZNF25 PSD HTR1B KIF20A AL669918.1 ENPP1 PTN HIPK2 ZNF208 NLRP10 GK CAMKK1 LOXL4 DNAH1 NT5C1B RAPGEF6 NIN SLC8A1 PGM3 CYP3A5 PRAG1 MCM8 CA9 AOPEP SERPINE2 PRKY HSPE1 SLIT3 DGKI ARHGEF28 LMAN1 RASGRP2 TUBB2A ERI1 HSPD1 ZNF781 ZNF492 NEURL1B ZNF540 PRR7 GDA F12 HIC2 CA12 IARS PLOD1 HK2 SAMHD1 HEPH PNP PFKFB3 VEGFB TNXB MCM4 EVA1C NOXO1 EGFL8 PEPD CCN2 TUT7 TUBB2B CYP21A2 CCBE1 COL25A1 LIMCH1 IP6K3 PNKD EIF2AK3 GNAI2 MMP16 DTNB DNAH5 SWAP70 CLCN7 RIMS1 SBF2 HSPH1 RHOQ OGT ANXA8L1 RARB TIMM44 TRPM7 KLF10 NUDT1 ACOX2 NARS PLK2 JAZF1 THAP8 RSKR DRD4 ALAD LIMS2 RAB3A ATP8B1 FYCO1 AL136295.5 ITGA4 ECE1 PARP12 CHST15 ZNF620 NANOS1 ELANE PRSS3 SYT15 SQOR LPCAT1 PKDCC DCK MAP2K3 ZNF730 ANG RRM1 C2CD2L SNX8 SRXN1 OAT SLC1A3 TCEA3 HAGHL DEAF1 KCNMA1 CASTOR1 RNF152 OSR1 MYO1F EFEMP1 CYTH3 LHPP FBXO43 DAPK1 ATP9A ZNF33B DECR1 MCM6 KDM7A ZNF724 ITGA1 RNF144B RPA1 HSPA13 AIFM2 CHD7 ITGA2 SLC6A4 CTSC ARSI ITPR1 ZNF573 TRIO LONRF1 SAR1A AGBL3 GPR39 ITPKC TRIM24 ZFR ME2 COL5A3 RTN4RL1 LIPC RUNX3 ABCC1 PFKP ZMAT1 TANK ASXL2 MOXD1 ADI1 NAIP CYP26B1 PDSS1 KLF2 PCDHA3 GOT1 MCTP1 PCDHA12 ZEB2 ADH5 AC126283.2 CFI QARS DTX4 PCDHAC2 CYB5A ZNF681 SALL4 LIAS NT5DC2 ADH6 ADH1A KIF18A XRCC2 PPAT RNF44 GNL3 SMAD7 MARCH4 DUS4L ACTR3B ORC5 CLGN ZNF726 FBLN2 ADA ERCC6L ASAP3 PSPH KIF3C DMD ABCC6 ENTPD7 ADAMTS10 DMRTA1 RANBP17 ZNF662 ZC3H12C PAICS SEC14L2 CHST12 STX3 ARL3 PTCH1 ADAMTS16 ADAMTS14 REM1 RENBP NRGN KIFC1 AMPD3 MARS2 COL1A2 CDK1 DAPK2 CAPN3 TNFAIP8L3 CYP19A1 LOX ASNS CCN5 LFNG SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 VEGFA MGAT5 HSPA14 KCNA4 ID3 LTF ACCS STK26 GALNT12 RNF141 KIF24 EGF ACTN4 NAALADL1 RND3 GSDMD CAPN12 ALKBH7 ZBED3 CSGALNACT2 TMEM129 CPPED1 PDE8B ARAP3 GRK5 NPR3 EXT2 TGFBR2 MICAL3 ANXA1 PDE1A VLDLR FEN1 ADARB1 ADAMTS3 UBE2QL1 STXBP6 CDH7 SLC1A2 SNX22 DPF1 CDK5R1 ACBD7 PCDHB3 PCDHB11 PCDHB7 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 MPPED2 PCDHB14 TNFAIP6 PCDHB15 NAPRT KIF5B ZNF442 CACNA1C ADAM33 PIR DAG1 PLCL1 PDE7B ZNF558 NTHL1 APOB MAP4K4 PLA2G2A COL10A1 FOLR3 FBLN7 SPARCL1 GALNT18 JADE2 PLEKHA1 CHST14 ACTG2 HPRT1 TSSK4 CYP17A1 LOXL2 TRERF1 ZDBF2 TWNK CPEB4 TCEA2 MYO1D MPND ARL4D RIMS2 RNF150 ZNF239 CPQ PCDH17 DNM1 FHL3 PDLIM7 ZNF485 NOA1 ANXA10 GCHFR SEC24A RSPO3 STK36 TRIM73 CDKL3 ZNF32 NTRK3 ZNF699 ENO2 TET3 CYBRD1 GSR ZNF524 TBCK ZNF581 RHOBTB1 PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 MT2A PCDHGB1 PCDHGA12 PCDHGA2 PCDHGA1 MYO10 MT1E MT1M PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 NOX4 PCDHGA9 PCDHGA11 DDX21 LRP1B PCDHGB2 SEC24D SULF1 MT1F ISL2 ZC3H8 CEMIP CLCN4 MT1X HSPA12B MYO18A P4HA1 ABCA1 HMGCL DDX60 MYO15A LOXL1 EXT1 RRAGC ADH1C ADH1B DGKH RSPO2 DNMT1 ZNF853 FTCDNL1 WNT5A ATAD3B SPATA5 MCM7 RUBCNL SEPTIN4 PKD2 ITGA8 ADAMTS1 ADAMTS5 ZNF177 ZC3H12D DTNA VRK1 SUV39H2 OSBPL10 REPS2 FGFRL1 MTHFD2 PRKAA2 ZNF860 POLI UBE2C CERT1 HIVEP2 CDH18 MATN3 ARHGEF5 TENT4A NMRK1 SLC25A23 ZFP36 MAP2K6 MMP14 ATAD3A SPTBN2 SYT8 LDLR SCAPER ACVRL1 FKBP14 KCNJ2 CDC6 CELSR1 TEK OMA1 STRADB HMGCR ACVR1B ITGA11 HDAC10 NUDT13 CH25H RAB27B PAMR1 TAOK1 KCNAB1 SYT7 WTIP PTER SLC27A3 NAV2 PROS1 COL27A1 TMEM173 DIRAS1 NR4A1 NEK10 KLF7 ZNF488 ZSCAN5A POLR1A NME3 CCN3 TTLL7 HMMR GAS6 GAL3ST4 FGF1 DYNC1H1 ADAMDEC1 PNPLA3 TIPARP ENPP5 HSPA8 FBN1 ADAM28 CHN1 PIK3CD ZFP36L2 STK33 NUP35 SOD3 IQCA1 WARS CYP39A1 TPP1 TKT CLSTN2 ACAP1 STARD5 COL18A1 ZBTB16 MAPT RNF24 HYOU1 CYP2S1 POLM MEGF6 FAT4 THAP10 TOP2A NDNF SPON2 SLC19A1 ISG20 ILK ST18 NSD2 CZIB ENDOU AOC2 CBS KLF6 ADAMTS15 FABP2 DZIP1L TRIM14 NME1 ENPP2 SPHK1 LONRF3 ING4 RAD51B NR1H3 HPGD RHOV CYP4B1 TP53I3 ITGB2 GCKR MYH9 CDKL5 KSR1 ALPL AXL APPL2 XYLT1 ZNF471 PDE4D ACAN AGO2 FCSK ATP23 ABCA13 NUAK1 CKB STAC2 L3MBTL4 PLCB3 CACNA2D2 PATZ1 PDE5A RASGRP3 MMP19 THOP1 CYP27A1 PSD3 LDLRAP1 FAHD2B GAB2 DDX39A PCDH19 LRP8 NPAS2 ZNF446 TSHZ1 ZNF610 FBXO5 LACTB2 ZBTB38 PBK HAPLN3 IGFBP3 NUDT14 MICAL2 MAN1C1 ARHGAP26 ESCO2 SLFN5 MYH2 CYP4X1 IPPK ASPN TGFBR1 ECM2 MYH1 CYGB EYA4 RXFP1 FTH1 DMC1 HSPA4L BRIP1 SGPL1 FOXRED2 TPK1 ZNHIT2 CDA AEBP1 PINK1 ARHGAP33 SAA1 MAP1LC3A TES PRKD1 CXXC5 MFGE8 MATN2 CYP1B1 GARS MOK GDPD1 ACLY EHD1 ZGLP1 ARHGAP32 ACSS1 SLFN11 DBF4B ADGRG1 BCKDHA SEMA5A GRIN3B TNNT1 MTSS2 PLK4 MX2 TCN2 YPEL2 G2E3 CRP KIF17 CDH4 CCNB1IP1 PDIK1L MEX3B ISCU NIM1K LDB3 FN1 FGR MAP3K12 TNIK ZNF460 PFKFB4 CDH10 NR4A3 TRABD2B TTK ABLIM3 CSGALNACT1 PEG10 GMDS OIP5 ATP1A2 DNER TIMP3 DDAH1 PDLIM1 ATP8B3 PRNP CCN1 CLYBL ZNHIT6 MARCH3 RNF180 IRF2BPL CREB5 DPF3 ESYT3 SUV39H1 NEIL3 PRICKLE1 YARS SIK1 ZNF419 LMTK2 ZNF773 CDK12 PTGS1 VDR SEPTIN6 CYP2E1 ALKBH2 PRICKLE2 RAD51 ADCY8 LARGE1 ACACB FABP3 ANTXR1 XRCC3 CALM1 F8 ZNF93 COL11A1 ADAMTS7 KLF4 TNS2 TUBA3C RPS6KA4 RHOB RNASEH2A LTBP2 AC004593.3 PGM1 FBLN5 LIMS4 PRMT3 HNF4G PLCB1 RNF208 CHN2 ZNF530 EFCAB7 RBKS AMY2B TUBB4B ZMYND15 LPL TRPC6 STK40 HHIP HS1BP3 CAPN1 MARCH10 MET CD248 ZFP14 SLFN13 AGBL4 GK5 POLR1B PLD1 CAPRIN2 ABI3BP TARS MYH3 ZBTB20 EGR1 KLF16 KMT2D FIGNL1 TOR4A ZNF417 EXD3 PKN3 CLCA2 RAPGEF2 ALDH1A3 ZCWPW1 ZNF525 ITPKA MX1 ABAT SPOCK1 ADPRM ROR1 NAGS ZNF280B ADAMTS6 ADAMTS12 FST NOX5 PLAGL1 CBL SELENOI ZNF66 MAP3K6 PLEKHF1 CRACR2B SVEP1 FSTL5 THBD ZHX2 PAPPA ADAMTS9 FHL1 CGAS SH3RF2 FAT1 TGM1 PEX2 OXSR1 LRP2 MVK PLD2 RASL10B BLM RAC2 RAB40A COL16A1 GLIS1 CDK2 LARS ZMYM5 HDAC9 MUSK ZFP90 KIF11 HSPA9 AJUBA RNF19B ATAD2 MAP1B ZNF333 GALNT16 BCHE LMO4 CHPF AKR1C1 ACE FGF7 BMP2K GAP43 ATP10A SMC1A PHLPP2 ZFP69B LPAR1 SOAT2 ZNF714 TRPV4 GCLC ANXA6 ZNF708 ZNF85 TNFSF10 BIRC3 SMG1 CMPK2 MYO15B SP110 ZNF431 RSAD2 NCEH1 HTR2C VAV3 ZFHX2 ATP2A1 RHEBL1 CDH3 SNED1 ZNF365 NPTXR TRIM59 RNF26 SMC4 ATP6V1B2 SNX18 PRDM1 KYAT1 TF ZSCAN18 CDH1 ZNF135 MLPH GNAZ AC091959.3 PRDM6 CSAD FOXP1 PLA2G4C AKR1C2 RAB20 PLS3 ZFP36L1 FAXDC2 ZCCHC8 DYRK1B RIPK4 SGK1 MYH15 RNF144A AKR1C3 MMP7 PLS1 HIVEP1 FURIN NMNAT3 PPM1N RASGRP1 AK4 PTPRF CNGB1 RAB39B THY1 MSRB2 HMOX1 ACTB APOBEC3B CYP26A1 KIFC2 GJB2 TRPC3 ABCB1 MAP3K14 SLC22A4 ZNF34 P4HA2 SAT2 RTL3 MDK CNBD2 PANK1 MCM5 APLP1 CHKB ADAMTS4 SPEG MFNG HIP1R GBP1 FANCM C1S ALDH6A1 ZMIZ1 FRMPD4 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 MARCH1 TRIM25 TPD52 ZCCHC24 SULF2 CBR3 PLCB4 ANXA8 MMP8 GBP4 ZC3H12A GBP5 DHX58 ARHGAP29 AGAP9 MMP3 CALM3 ZNF507 LPCAT2 MMP1 XXYLT1 MYLK2 TRABD2A APOBEC3F NLN ZNF425 APOBEC3G SEC23A GAL3ST3 F3 LMCD1 MAP2K2 MASTL EFEMP2 ACSL1 CRYL1 MAGI1 HDAC5 CAMK2B CADPS2 TUBA1C TUBA1A HSPA6 UHRF1 CFH ERBB3 RHOBTB3 HIVEP3 TUBA1B LMTK3 PRRG4 XYLB PPM1L ETHE1 PASK EGR2 ZNF319 ADAMTS2 NID2 MYOF PCOLCE2 TOP1 PAPSS2 ACSL5 PRDM15 KIF4A BRCA1 MKNK2 ACP7 FBN2 NT5DC4 TRIM22 PITPNM2 NPEPL1 HTR2A GPT TRIM6 KIF20B PLK1 ZSWIM5 LHX9 ING2 NEK7 TRIM29 LIG1 ENTPD1 CPZ ESYT1 NUDT18 PHC2 PPTC7 UHMK1 MAOB KLF9 DDR2 MMP15 RAB9B CALU MYH7B PTPRC CRELD2 TUBA4A PDE4B SRCAP CRIP2 HR CENPE MMP12 ACVR2B STYK1 EFHC2 MYL6 SMC1B SPARC AMD1 CDC7 THBS1 SGIP1 PAK4 WDFY2 ZNF219 POLD1 TRIM13 CRBN EPHB1 ZNF281 KIF14 AURKA RAD18 TGFBR3 GTPBP2 SMC2 ITGA5 PLOD2 ZNF385A ACOT11 TUBB1 SPTLC2 MYL2 AL035078.4 XPNPEP2 CLCN5 ZNF608 OPLAH GALNT15 ZCCHC18 KLF5 PEX6 PHYHD1 ZNF428 DHX33 LASP1 KIF21B COL1A1 GPC1 RPAIN DPYD TRIM47 DNAH2 GRIN2A IFIH1 LATS1 STK32B KLF12 SESN2 KIF18B PLSCR4 CSF1R CRIP1 GNAO1 PIM3 MAPK13 RNF32 P4HA3 PIP5KL1 PLCD3 IGF1R ACBD4 C1R NOTCH2NLC PTGIS GALNT2 ZMAT3 MKI67 RECQL4 GCA ZFAND3 EME1 NUDT15 JMJD1C S100A4 AGBL2 ATP8B4 CDKL2 S100A3 S100A2 MGMT S100A16 ZBTB21 MICAL1 ZMYND12 AURKB PPCS S100A13 UBE2S KDM6B PARS2 GPT2 NAALAD2 COLQ CRY2 PLEKHN1 STEAP4 TRIB2 ADSSL1 TESK2 CD4 RAPGEF4 RPS6KA1 B4GALT5 TK1 MMP24 SYT12 RAB3D FIGN ZNF804A RRAGB FGF2 FRRS1 DHCR24 MOB3B CHSY1 REV3L RHOD RIMKLB RBM20 KLF8 SARS CAMK4 RSPO1 MAP3K5 LAYN BIRC5 PFAS ZNF467 SLC1A5 MYO1E HCK P3H3 MGAT4C CA11 MSH2 GSDMB SCARB1 ADPRH CELSR2 FBLN1 RNF41 PRKG2 ACTR2 KPNB1 GLI2 CHRNA6 PDE11A RIPK3 KIF26B CAMK1D CSRP1 NTPCR PLA1A CPE PLSCR1 NOTCH3 NRBP2 AACS ACSF2 ZFHX3 DIRAS3 PDXP GSTM4 SAP30 GSTM2 POPDC2 CABYR RAB31 ZIC4 AK9 SMAD6 ZIC1 TNK2 SMOC1 CLK4 RNF128 ZBTB10 ATP1B1 SATL1 MOV10L1 PRKCH LMO7 EBF2 ITGB1 PREX1 GLE1 ATP2B1 MTF1 PLCE1 KLF15 INPP5B CYP24A1 AC006064.6 BUB1B LTBP3 DTYMK CYP2R1 STEAP2 FGFR2 DMPK ENPEP ZNF354A STEAP1 MYL3 KCND2 MCC ABCG2 NID1 PDLIM3 CPA3 PRKG1 LRP4 DNA2 CCDC80 AGRN NOTCH1 OAS1 FGD4 ZNF277 OAS2 OAS3 NEK6 RCN3 UBE2T EPHA4 AARS EGFL7 PPM1K D2HGDH EEF1A2 ITGA7 SYT2 ITSN1 CRACR2A GLCE ADCK1 THBS2 GBGT1 RRAGD STARD9 RNF207 ZNF674 TTPA TBC1D8B HSPA2 ZBTB25 RFWD3 USP13 CHTF18 PIF1 MLKL SPTBN4 TET1 ZNRF1 KIF22 SPOCK3 RYR2 NRXN3 NR6A1 PLEKHA4 PCDH10 TIMP2 THAP2 ZXDB RRAS P3H1 FSTL1 ZXDA CHRM3 RNF175 ACTN1 ZDHHC15 ADAM21 RNF157 GREM2 ITM2C PDZRN3 MYL12A CTH ITGAV PTGES POLQ VSNL1 NUDT4 CCN4 MGP ATP8B2 RACGAP1 POMK MYH10 MELTF DCHS2 KMO EXO1 SLC1A1 NUCB1 LDHD STAC TCEA1 ZFP2 FMO1 AC017083.3 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 SYT16 CYP7B1 COLEC12 SPTB PIK3C2B NOTCH2 TRHDE ANKEF1 DGKG FMO4 BMP1 GIMAP2 LIMS1 ERN1 EPHA2 JADE3 TPCN1 DBF4 ZBTB18 CACNA2D1 ABLIM2 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS CDH8 ZNF624 RERG TRANK1 RNF227 FAT3 ACADL PRELP ATP2B4 PCK2 ARHGAP9 ABCA3 ZNF423 SDSL SNAI1 PHF19 TNFAIP3 AK3 ERCC6 CDH11 RASL11A KIF6 PTGDS CXCL6 CDADC1 LONP1 PF4V1 PF4 CPNE8 ZGRF1 SMYD3 MAGI3 RAB3B ATAD5 ZBED6 CHD1 POLE PCLO ADAM12 NCS1 PACSIN3 FGD6 KIF23 ZNF695 CHURC1 ETNK2 RNF122 ARSB FKBP7 NR4A2 NLRP3 ZNF396 RAB15 TRAF1 CHURC1-FNTB ZSWIM4 HSPA5 TSSK2 ANPEP ZNF660 MOCS1 NUAK2 FTL BHMT2 ASS1 ZNF235 MCEE CDK18 LNX2 ADGRL3 CYP27C1 TRIM58 HSCB ZNF285 EBF1 DARS2 GALNT1 RAB29 VCAN PDE7A RNF182 PRIM1 TTLL6 RAB7B RUNX1T1 NPTX1 ARL17A DNAH7 ENDOD1 APOC3 SESN3 RASSF5 ACOT7 JAG1 KSR2 PRPS1 ZNF501 DYRK3 RFC4 MAP3K9 MDN1 TENT4B APOA1 PCGF5 MCCC1 AC005832.4 DYRK4 HAPLN1 AMDHD1 ASAP2 SH3RF3 PFKFB2 RFC5 MELK KIF21A DTX3 SUMF1 CDK17 OSBPL5 CCDC88A ADCY7 EFHB LIMA1 ADIPOQ ABCC3 FIBCD1 PITPNM3 MYLIP PAPPA2 LMO3 CHEK1 CIT CYB5R3 FOXP2 FYN UGT1A1 STT3A UGT1A7 UGT1A9 ABCA2 GSN SQSTM1 NUDT8 UGT1A8 AATK EDIL3 GALNT5 NRP1 TUBG1 SCD5 ORC1 ATP7B ABCD2 MID2 GMPR NRAS LRP1 ZNF469 SAT1 VCP AOX1 STK17B CRYAB TYRP1 MARCH9 IDH2 NKD1 DCLK1 LRRK2 SETDB2 TIE1 MASP1 GUCY1A1 THBS3 PRKCA CMC1 ABL2 PDGFRA BCL6 LMO2 GALNT3 LNX1 NOD2 IRAK3 ZNF519 COMP CDO1 KIF15 KCNH1 ACP5 CYP27B1 PGK1 BMP4 CYBA PCDH9 MVD CSRP2 SIRT4 TRAF5 TUBB3 PACSIN2 PARP9 KCND3 DTX3L PIM1 JAK2 UGP2 NEK2 SNCA PRLR AK5 ZNF823 NAV3 PITPNC1 MTHFD1L GNAL CDH13 APAF1 ACSM5 ITPR2 ALOX15B SCP2 SCN9A PIAS3 ABLIM1 ACVR1C QTRT2 ZNF491 KMT2A ITGA10 SYT1 C11orf54 QSOX1 CDH2 CABP1 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 ACADS MCM2 ZNF526 NECAB2 IDNK ZNF763 NR3C2 PTK2B B4GALT2 GUCY1B1 APOC1 APOE AMDHD2 TRPM4 ALOXE3 FKBP10 ZNRF3 FUS PLD6 TTLL1 TTF2 KIF27 COL5A2 CYP4F11 UBA7 ITGA6 P3H2 CYP4V2 BCO2 KLKB1 OASL PDK1 EPRS P2RX7 ZMAT4 ZNF625 GLUL S100A10 KLF17 FLG HRNR SMAD9 SFRP1 HTR1F YPEL3 MARC2 NOTCH2NLA CALML6 P2RX4 DCLK2 RAD54L MARC1 ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ZNF703 ACSS3 ADHFE1 WIPI1 ARSG TRAIP ARHGEF2 AAK1 PDE3A GATA2 ZNF843 ACAP3 WNK4 LAMC2 GUCY1A2 NMNAT2 ZNF697 EPHA3 TRIM16 IFI44L ERBB4 FMO5 IMPDH1 TGFB1I1 DNAH14 EPHB3 IKZF2 VAV2 ZNF296 LBR ABCA9 PADI1 ABCA8 BEX3 GCH1 MOCOS ULK2 ADGRL4 CAT ANXA2 PARP1 SHMT2 ITPKB DRP2 MME ABCA6 KALRN COL5A1 ESR1 ABCA10 ACTG1 ZNF836 ABCA5 RFC2 HMCN1 NTRK2 SEPTIN5 AC000093.1 SCN8A ZNF678 GEM ATP2C2 DDX31 KIF2C PTGS2 PLA2G4A KCNJ8 ATP13A3 PDLIM5 SEPTIN1 PLK3 HEG1 ABCC9 CPM POPDC3 OBSCN RAD54B TRIM17 CYP2D7
## 31 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 DUOX1 UBE2L6 FAM20C MSH5-SAPCD1 PNCK BAG1 UBE2H MSH5 RAB26 CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 ALPK2 ROS1 ABCC2 ALDH1B1 TUBE1 SYN2 MYO19 KATNAL2 RNLS RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 SQLE PFKL TAP1 DNAJA4 RAB33A MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CDX1 CCT6B EHD3 ATP11A MAP3K1 PGD POLA1 MYO7B CHKA ROR2 PRTFDC1 PXK EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 NT5M IRAK2 DHCR7 PRKDC ME3 PAK3 EGFR HSD17B8 RASD1 EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 RAB9A PMS2 GLYCTK TTLL3 PRKCE DHFR TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA NT5C3A KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 NT5C1B NIN PRAG1 MCM8 PRKY HSPE1 DGKI TUBB2A HSPD1 IARS HK2 SAMHD1 PFKFB3 MCM4 TUBB2B IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 SQOR PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 TRIO SAR1A ITPKC HINT3 ME2 RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 FHIT ERCC6L KIF3C ABCC6 RANBP17 PAICS CHST12 ARL3 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 SPR ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 RND3 GRK5 TGFBR2 MICAL3 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B UGDH MAP4K4 ACTG2 HPRT1 TSSK4 TWNK BAG3 MYO1D ARL4D DNM1 NOA1 STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 MYO10 NOX4 DDX21 CLCN4 HSPA12B MYO18A TM7SF2 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH DNMT1 ATAD3B SPATA5 MCM7 SEPTIN4 DHRS3 VRK1 MBD2 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 GPD1L SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 SLC27A1 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS DHFR2 HYOU1 TOP2A SLC19A1 ILK FKBP1B NME1 SPHK1 RAD51B HPGD RHOV TP53I3 MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB PDE5A DDX39A ZBTB38 PBK MICAL2 SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 FOXRED2 TPK1 CRY1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 MX2 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK GMDS ATP1A2 ATP8B3 CCN1 YARS SIK1 LMTK2 CDK12 SEPTIN6 RAD51 ADCY8 ACACB XRCC3 TUBA3C RPS6KA4 RHOB GRPEL2 RBKS TUBB4B STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ROR1 NOX5 MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B ATP2A1 RHEBL1 SMC4 ATP6V1B2 GNAZ RAB20 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 RAB39B ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 GBP4 GBP5 DHX58 MYLK2 GAPDH GAL3ST3 MAP2K2 MASTL ACSL1 CRYL1 MAGI1 BDH2 LTB4R CAMK2B TUBA1C TUBA1A HSPA6 UHRF1 ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A SLC27A6 MKNK2 GPSM2 LDHA KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 MAOB DDR2 RAB9B MYH7B TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 POLD1 EPHB1 KIF14 AURKA GTPBP2 SMC2 ACOT11 TUBB1 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R GNAO1 PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 ZBTB21 MICAL1 AURKB PPCS UBE2S PARS2 CRY2 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB DHCR24 REV3L RHOD RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 CRACR2A ADCK1 RRAGD STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 RRAS ITM2C POLQ ATP8B2 POMK MYH10 KMO LDHD FMO1 FMO3 FMO2 PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL ATP2B4 PCK2 ABCA3 G6PD AK3 ERCC6 RASL11A KIF6 LONP1 MAGI3 RAB3B ATAD5 CHD1 POLE KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 DARS2 RAB29 TTLL6 RAB7B ARL17A DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK TUBG1 ORC1 ATP7B ABCD2 NRAS VCP AOX1 STK17B IDH2 DCLK1 LRRK2 TIE1 GUCY1A1 WDR77 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD SIRT4 TUBB3 PIM1 JAK2 UGP2 NEK2 AK5 NAV3 MTHFD1L GNAL APAF1 ACSM5 SCP2 ACVR1C QSOX1 EPHA5 ACADS MCM2 IDNK PTK2B GUCY1B1 TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 RMI1 FMO5 PHGDH IMPDH1 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 ULK2 CAT PARP1 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 10841 SCG5 MAP2K5 HHAT CARNS1 KDR KIT ALDH18A1 TXNRD1 DDO INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 DUOX1 UBE2L6 FAM20C MSH5-SAPCD1 PNCK BAG1 UBE2H MSH5 RAB26 CDK6 RFK TRIP13 ARL4A TYRO3 EFL1 ALPK2 ROS1 ABCC2 ALDH1B1 TUBE1 SYN2 MYO19 KATNAL2 RNLS RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TUBB TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 SQLE PFKL TAP1 DNAJA4 RAB33A MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CDX1 CCT6B EHD3 ATP11A MAP3K1 PGD POLA1 MYO7B CHKA ROR2 PRTFDC1 PXK EPHB6 MYH11 DBI KATNAL1 HRAS NLRC3 GTPBP4 NT5M IRAK2 DHCR7 PRKDC ME3 PAK3 EGFR HSD17B8 RASD1 EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 RAB9A PMS2 GLYCTK TTLL3 PRKCE DHFR TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 TUBB6 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS RHOA NT5C3A KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 NT5C1B NIN PRAG1 MCM8 PRKY HSPE1 DGKI TUBB2A HSPD1 IARS HK2 SAMHD1 PFKFB3 MCM4 TUBB2B IP6K3 EIF2AK3 GNAI2 DNAH5 SWAP70 CLCN7 HSPH1 RHOQ TIMM44 TRPM7 ACOX2 NARS PLK2 RSKR RAB3A ATP8B1 CHST15 SQOR PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A DECR1 MCM6 HSPA13 AIFM2 CHD7 TRIO SAR1A ITPKC HINT3 ME2 RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 GNL3 DUS4L ACTR3B ORC5 FHIT ERCC6L KIF3C ABCC6 RANBP17 PAICS CHST12 ARL3 REM1 RENBP KIFC1 MARS2 CDK1 DAPK2 SPR ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 RND3 GRK5 TGFBR2 MICAL3 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B UGDH MAP4K4 ACTG2 HPRT1 TSSK4 TWNK BAG3 MYO1D ARL4D DNM1 NOA1 STK36 CDKL3 NTRK3 GSR TBCK RHOBTB1 MYO10 NOX4 DDX21 CLCN4 HSPA12B MYO18A TM7SF2 ABCA1 HMGCL DDX60 MYO15A RRAGC DGKH DNMT1 ATAD3B SPATA5 MCM7 SEPTIN4 DHRS3 VRK1 MBD2 PRKAA2 UBE2C ARHGEF5 TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB HMGCR ACVR1B RAB27B TAOK1 KCNAB1 GPD1L SLC27A3 NAV2 TMEM173 DIRAS1 NEK10 SLC27A1 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS DHFR2 HYOU1 TOP2A SLC19A1 ILK FKBP1B NME1 SPHK1 RAD51B HPGD RHOV TP53I3 MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB PDE5A DDX39A ZBTB38 PBK MICAL2 SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 FOXRED2 TPK1 CRY1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 MX2 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK GMDS ATP1A2 ATP8B3 CCN1 YARS SIK1 LMTK2 CDK12 SEPTIN6 RAD51 ADCY8 ACACB XRCC3 TUBA3C RPS6KA4 RHOB GRPEL2 RBKS TUBB4B STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ALDH1A3 ITPKA MX1 ROR1 NOX5 MAP3K6 CGAS OXSR1 MVK RASL10B BLM RAC2 RAB40A CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC ANXA6 SMG1 CMPK2 MYO15B ATP2A1 RHEBL1 SMC4 ATP6V1B2 GNAZ RAB20 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 RAB39B ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG GBP1 FANCM ALDH6A1 GBP2 PC BUB1 SLFNL1 KCNT2 RASD2 CBR3 GBP4 GBP5 DHX58 MYLK2 GAPDH GAL3ST3 MAP2K2 MASTL ACSL1 CRYL1 MAGI1 BDH2 LTB4R CAMK2B TUBA1C TUBA1A HSPA6 UHRF1 ERBB3 RHOBTB3 TUBA1B LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A SLC27A6 MKNK2 GPSM2 LDHA KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 MAOB DDR2 RAB9B MYH7B TUBA4A PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 POLD1 EPHB1 KIF14 AURKA GTPBP2 SMC2 ACOT11 TUBB1 CLCN5 OPLAH PEX6 DHX33 KIF21B DPYD DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R GNAO1 PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 ZBTB21 MICAL1 AURKB PPCS UBE2S PARS2 CRY2 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 RAPGEF4 RPS6KA1 TK1 RAB3D FIGN RRAGB DHCR24 REV3L RHOD RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 PDE11A RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 DIRAS3 POPDC2 RAB31 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS D2HGDH EEF1A2 CRACR2A ADCK1 RRAGD STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 RRAS ITM2C POLQ ATP8B2 POMK MYH10 KMO LDHD FMO1 FMO3 FMO2 PIK3C2B DGKG FMO4 GIMAP2 ERN1 EPHA2 FASN TYMS DDX58 ALPK1 RAB30 MARS RERG TRANK1 ACADL ATP2B4 PCK2 ABCA3 G6PD AK3 ERCC6 RASL11A KIF6 LONP1 MAGI3 RAB3B ATAD5 CHD1 POLE KIF23 ETNK2 NLRP3 RAB15 HSPA5 TSSK2 MOCS1 NUAK2 ASS1 CDK18 DARS2 RAB29 TTLL6 RAB7B ARL17A DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK TUBG1 ORC1 ATP7B ABCD2 NRAS VCP AOX1 STK17B IDH2 DCLK1 LRRK2 TIE1 GUCY1A1 WDR77 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD SIRT4 TUBB3 PIM1 JAK2 UGP2 NEK2 AK5 NAV3 MTHFD1L GNAL APAF1 ACSM5 SCP2 ACVR1C QSOX1 EPHA5 ACADS MCM2 IDNK PTK2B GUCY1B1 TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L ARL4C RRAD MYLK RNASEL STK38L P2RY1 RAP2B RAB40B ACSS3 AAK1 WNK4 GUCY1A2 NMNAT2 EPHA3 IFI44L ERBB4 RMI1 FMO5 PHGDH IMPDH1 DNAH14 EPHB3 LBR ABCA9 ABCA8 GCH1 ULK2 CAT PARP1 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SEPTIN5 AC000093.1 SCN8A GEM ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 SEPTIN1 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 1598 PDGFA CTSB PCOLCE CD44 DDR1 CCBE1 ITGA1 ITGA2 COL5A3 SMAD7 LOX PPIB SPARCL1 ADGRG6 ITGA11 COCH ASPN ECM2 AEBP1 ADGRG1 COL14A1 FN1 TGFBI ANTXR1 MRC2 ABI3BP SPOCK1 COL6A1 COL6A2 NID2 PCOLCE2 DDR2 MMP12 SPARC THBS1 ITGB1 NID1 LUM DCN SPOCK3 P3H1 CTSS CTSK C1QTNF1 SERPINH1 COMP ITGA10 PODN LRRC15
## 10865 POSTN CCL7 CCL8 PGF CLEC3B CCN6 PCOLCE FGF10 COL13A1 SLIT2 HBEGF GPNMB DBI TMEM184A ADA2 MSTN VTN NRP2 ENPP1 PTN SERPINE2 SLIT3 VEGFB TNXB EVA1C CCN2 COL25A1 CHST15 ELANE ANG ITGA2 COL5A3 RTN4RL1 LIPC CHST12 PTCH1 CCN5 HS3ST5 VEGFA LTF ADAMTS3 ACBD7 APOB FBLN7 RSPO3 HMGCL RSPO2 ADAMTS1 ADAMTS5 SUV39H2 FGFRL1 NAV2 CCN3 GAL3ST4 FGF1 PNPLA3 FBN1 SOD3 NDNF CBS ADAMTS15 ECM2 TPK1 SAA1 ADGRG1 SEMA5A FN1 PRNP CCN1 ACACB COL11A1 LTBP2 LPL ABI3BP FST COL16A1 FGF7 SOAT2 ANXA6 MMP7 PTPRF MDK PANK1 APLP1 ALDH6A1 PC GAL3ST3 CFH PCOLCE2 PTPRC THBS1 TGFBR3 ACOT11 ACBD4 COLQ FGF2 RSPO1 GSTM4 GSTM2 FGFR2 CCDC80 AGRN THBS2 RYR2 FSTL1 GREM2 PTGES CCN4 BMT2 CRISPLD2 ACADL PRELP CXCL6 PF4V1 PF4 ACOT7 MCCC1 NRP1 LRP1 THBS3 COMP BMP4 SCP2 APOE SFRP1 LAMC2 COL5A1
## 8310 SLIT2 BGN ITGA2 FBLN2 VEGFA DAG1 SPARCL1 ADGRG6 SPP1 ADAMTS5 ADAMTS15 ADGRG1 TGFBI CCN1 COL11A1 CD248 SPOCK1 TINAGL1 ITGB3 OLFML2B SPARC THBS1 GPC1 SSC5D SMOC1 ITGB1 ELN NID1 AGRN LGALS1 DCN SPOCK3 ECM1 OLFML2A ITGAV CTSS NTN4 BCAM ITGA6 ANXA2 LGALS3 LRRC15
## 5943 KDR KIT ALDH18A1 EMSY ACVR1 CEBPB BARD1 ALDH4A1 HIP1 MCM10 RIDA PGF TLR1 TLR6 PDGFA CDH6 PCNA AGER TRIP13 GEN1 C1QTNF2 PPP1R9A SYN2 IL17D JCHAIN FABP5 PPFIBP2 EZR FIBIN BBOX1 NUP153 MDC1 IMPA2 MUC20 PFKL CDSN TPM1 TAP1 SLIT2 HCN1 KYNU YWHAQ HOMER2 HOGA1 TAF5 CEBPD EPM2A CHKA FLRT3 PRTFDC1 TENM2 TERT KATNAL1 ANGPTL4 GRHL1 IRAK2 TFAP4 NDE1 GNPTG EGFR SEC13 CCL5 SPTBN5 MIF TGFB3 SDCBP CDH24 LY6G5B M1AP PKM FZD4 ADA2 STX1A RAB9A RRM2 MAGED1 MSTN RAB11FIP2 SH3GL3 ALOX5AP SKP2 CEBPA TPD52L1 BCL2 EPHB2 MRAP CARS SOD2 MICALL1 ODC1 ENPP1 CEP72 PRAG1 CLDN23 GREM1 CEBPG IFI27 PLOD1 SAMHD1 VEGFB EIF2AK3 ACOX2 YWHAH DRD4 ALAD ECE1 DCK ANG RRM1 SNX8 CASTOR1 LHPP DAPK1 MCM6 SLC6A4 CTSC TPM2 TFAP2A SNRPA HINT3 PFKP STAT1 ADORA2A ADH5 E2F8 MARCKS NFKBIA INHBA FHIT AHR DAAM1 PSPH B2M CASTOR2 DMRTA1 BRCA2 BLMH PAICS TPST2 RENBP COL1A2 TPST1 HSPB1 GDF6 GSTA4 STC2 DAPK2 ASNS SYN1 ADAM10 CNKSR2 VEGFA ACYP2 ACCS STK26 KIF24 ACTN4 NAALADL1 HCFC1 GSTO2 BST2 NPR3 ANXA1 CLDN15 CDH7 NMI STAT4 WRAP53 KIF5B SDC2 GDF15 HTRA1 HPRT1 HSPB6 TSSK4 CPQ VWA1 DNM1 MCU TPI1 GALE DRAP1 DDX21 ALS2CL TIAF1 P4HA1 HMGCL EXT1 SEPTIN4 PKD2 UBASH3B UHRF1BP1 CDH18 GHR LDLR KCNJ2 ERFE CD74 PLPP4 HMGCR GNPDA1 GPD1L DPP4 TMEM173 GRASP NR4A1 SLC27A1 NRN1 CST3 FBN1 NUP35 WARS TKT PDIA3 ADRB2 ZBTB16 MAPT HIST1H2BC TOP2A KCTD11 FAP CBS JUN NME1 HPGD TP53I3 MYH9 APPL2 CHAF1A NAMPT FLNA DDX39A PTX3 ZBTB38 LTBR NUDT14 GPX4 CCDC91 MIF4GD BEST1 FTH1 VIM IFIT3 CDA PRKD1 SDC1 MRAP2 SNCAIP GARS EHD1 CADM3 MCOLN2 PLK4 STIL MAD2L1 TGFB1 CRP CDH4 SH2B2 SLAMF8 FN1 PPP1R13L MAP3K12 ADRA1D CDH10 HMGCS1 NR4A3 TTK GMDS OIP5 PRNP NLGN2 ZNHIT6 AQP1 SUN2 RAD51 ADCY8 ACACB CEP70 CAV1 ADRA2C TENM3 TRPA1 GRPEL2 FBLN5 PLCB1 ARL6IP1 LPL TRPC6 KLRK1 MET SRPX2 SLAMF1 BRI3 NOP53 PLEKHH2 WDR54 TARS HAS2 ALDH1A3 MX1 ABAT GDF7 SLAMF7 ZHX2 VSIR OXSR1 ID1 MVK BLM F11R SCHIP1 ENG DES BCHE HHEX TRPV4 ANXA6 TNFSF10 HTR2C ATP2A1 CDH3 PTPRM TOPBP1 C1QTNF5 KYAT1 BCL2L1 HEXIM2 CDH1 NCAM2 PRDM6 FOXP1 RASGRP1 HMOX1 TLR4 ECT2 ACTB GJB2 ITGB3 SAT2 CIP2A PANK1 APLP1 HIP1R GBP1 C1S GBP2 PC NOG TPD52 TCERG1 GBP4 GBP5 GAPDH APOBEC3F MAFB APOBEC3G AMOTL2 NECTIN1 SLC9B2 CRYL1 CAMK2B TMEM192 UHRF1 ERBB3 GDNF BRCA1 LEPR GPSM2 CBX5 PRTG LDHA KIF20B PLK1 TRIM29 ESYT1 PHC2 UAP1 MAOB RAB9B PTPRC LRRFIP1 ZNF783 PCSK1 CD38 HVCN1 RILPL2 THBS1 CENPJ DACT3 RAD18 NQO1 APLN CLCN5 MTSS1 COL1A1 TYMP DPYD ATP5IF1 GRAMD2B IFIH1 BOK CSF1R INHBB IGF1R GCA S100A4 ALDH5A1 S100A2 S100A16 NDC80 PPCS S100A13 ADSSL1 CD4 TK1 PBLD GRB14 TENM4 SARS MAP3K5 BIRC5 BHLHE40 MSH2 SCARB1 FBLN1 PRKG2 BCAT1 ALCAM RIPK3 NOTCH3 GADD45A PDXP GSTM4 GSTM2 FLNB SMAD6 TNK2 GLE1 EPOR FSD1 SHANK1 PTH1R FGFR2 TFRC ADRA2A ABCG2 GRIK2 BNIP3 LRP4 STAT2 MID1IP1 QPRT EPHA4 RDH5 MNS1 GLCE LGALS1 CSF1 HSD17B14 MYOM1 TIMELESS TLR2 NAGA PRDX1 RIPOR2 APCDD1 MAPRE2 RYR2 NR6A1 GCC2 ACTN1 GREM2 CTH OLFML2A CLDN11 IL6R CAVIN1 CADM1 SLC1A1 RABAC1 EMILIN1 SYT16 PEX11A RGMB BMP1 GDF5 GIMAP2 ERN1 TPCN1 FASN TYMS DDX58 CDH8 PTPRO DDIT3 TLE1 C1QTNF1 SLC8B1 PECAM1 AMOTL1 G6PD SDSL TNFAIP3 CDH11 CDADC1 SFPQ SLC2A1 CXCL5 SMURF2 NR4A2 NLRP3 TRAF1 FTL ASS1 LNX2 HSCB DARS2 PIK3AP1 GNPNAT1 BNIP3L ACOT7 PRPS1 FOXC2 MAP3K9 DCLRE1B ROBO2 APOA1 PRDX4 CLDN7 SUMF1 CACYBP CALCOCO2 IL12B CCDC88A PVR ADIPOQ FOXP2 FYN BAIAP2 UGT1A1 UGT1A7 UGT1A9 UGT1A4 UGT1A6 KCTD12 SQSTM1 UGT1A8 UGT1A10 ALDH3A2 TUBG1 ABCD2 MID2 SAT1 VCP TMEM38A ATXN1 ST6GAL1 AOX1 CRYAB TYRP1 CLEC2B PLXNA2 LRRK2 TCF4 MASP1 PDGFRA BCL6 CASP1 LNX1 IRAK3 MVD E2F7 TLR3 TRAF5 PACSIN2 DGAT2 PYCR1 JAK2 UGP2 SNCA PRLR MTHFD1L CDH13 APAF1 ALDOA CAP2 BHLHE41 HJURP ATF3 CARD16 OLR1 QTRT2 JUP KMT2A PYCR3 SYT1 CDH2 TP63 MLYCD CENPF APOE FUS PLD6 GKAP1 TRPM8 TGFB2 TFAP2E PYCARD EPRS PAFAH1B3 CLDN1 P2RX7 CLDN16 MGLL PDGFC STOM GLUL S100A10 SFRP1 P2RX4 RELB NPL SLC40A1 TBX15 EXOSC8 ERBB4 IKZF2 HAS1 CORO1A BEX3 ORAI1 GCH1 SYNE1 CAT HSF4 ANXA2 PARP1 SHMT2 MME ESR1 ACTG1 HMCN1 NTRK2 SEPTIN5 PTGS2 HES1 SEPTIN1 MUC13
## 4694 MAP2K5 CARNS1 KDR KIT ALDH18A1 INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 UBE2L6 FAM20C MSH5-SAPCD1 PNCK UBE2H MSH5 CDK6 RFK TRIP13 TYRO3 ALPK2 ROS1 ABCC2 SYN2 MYO19 KATNAL2 RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 PFKL TAP1 DNAJA4 MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CCT6B EHD3 ATP11A MAP3K1 MYO7B CHKA ROR2 PXK EPHB6 MYH11 DBI KATNAL1 NLRC3 IRAK2 PRKDC PAK3 EGFR EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 PMS2 GLYCTK TTLL3 PRKCE TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 PRAG1 MCM8 PRKY HSPE1 DGKI HSPD1 IARS HK2 PFKFB3 MCM4 IP6K3 EIF2AK3 DNAH5 SWAP70 CLCN7 HSPH1 TIMM44 TRPM7 NARS PLK2 RSKR ATP8B1 CHST15 PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A MCM6 HSPA13 CHD7 TRIO ITPKC RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 ACTR3B ORC5 ERCC6L KIF3C ABCC6 PAICS CHST12 RENBP KIFC1 MARS2 CDK1 DAPK2 ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 GRK5 TGFBR2 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B MAP4K4 ACTG2 TSSK4 TWNK MYO1D STK36 CDKL3 NTRK3 TBCK MYO10 DDX21 CLCN4 HSPA12B MYO18A ABCA1 HMGCL DDX60 MYO15A DGKH ATAD3B SPATA5 MCM7 VRK1 PRKAA2 UBE2C TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB ACVR1B TAOK1 SLC27A3 NAV2 TMEM173 NEK10 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS HYOU1 TOP2A SLC19A1 ILK NME1 SPHK1 RAD51B MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB DDX39A PBK SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 TPK1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK ATP1A2 ATP8B3 YARS SIK1 LMTK2 CDK12 RAD51 ADCY8 ACACB XRCC3 RPS6KA4 RBKS STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ITPKA ROR1 MAP3K6 CGAS OXSR1 MVK BLM CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC SMG1 CMPK2 MYO15B ATP2A1 SMC4 ATP6V1B2 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG FANCM ALDH6A1 PC BUB1 SLFNL1 KCNT2 DHX58 MYLK2 GAL3ST3 MAP2K2 MASTL ACSL1 MAGI1 CAMK2B HSPA6 ERBB3 RHOBTB3 LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A MKNK2 KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 DDR2 MYH7B PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 EPHB1 KIF14 AURKA SMC2 ACOT11 CLCN5 OPLAH PEX6 DHX33 KIF21B DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 AURKB PPCS UBE2S PARS2 TRIB2 TESK2 RAPGEF4 RPS6KA1 TK1 FIGN RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 POPDC2 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS ADCK1 STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 ITM2C POLQ ATP8B2 POMK MYH10 PIK3C2B DGKG ERN1 EPHA2 DDX58 ALPK1 MARS TRANK1 ACADL ATP2B4 ABCA3 AK3 ERCC6 KIF6 LONP1 MAGI3 ATAD5 CHD1 KIF23 ETNK2 NLRP3 HSPA5 TSSK2 NUAK2 ASS1 CDK18 DARS2 TTLL6 DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK ORC1 ATP7B ABCD2 VCP STK17B DCLK1 LRRK2 TIE1 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD PIM1 JAK2 NEK2 AK5 NAV3 MTHFD1L APAF1 ACSM5 SCP2 ACVR1C EPHA5 MCM2 IDNK PTK2B TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L MYLK RNASEL STK38L P2RY1 ACSS3 AAK1 WNK4 NMNAT2 EPHA3 ERBB4 DNAH14 EPHB3 ABCA9 ABCA8 ULK2 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SCN8A ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 PLK3 ABCC9 POPDC3 OBSCN RAD54B
## 4167 MAP2K5 CARNS1 KDR KIT ALDH18A1 INSRR ACVR1 HSP90B1 NEK5 NEK3 DNAJA3 PDK3 UBE2L6 FAM20C MSH5-SAPCD1 PNCK BAG1 UBE2H MSH5 CDK6 RFK TRIP13 TYRO3 ALPK2 ROS1 ABCC2 SYN2 MYO19 KATNAL2 RPS6KA5 TAP2 PDGFRB PI4K2B SIK1B HSPA12A BMPR1B TRIB3 HELLS P2RX5 FARSB HSPA1A HELZ2 PFKL TAP1 DNAJA4 MLH3 CDK15 JAK3 ACTC1 MAP2K1 HCN1 MCM3 NOLC1 CCT6B EHD3 ATP11A MAP3K1 MYO7B CHKA ROR2 PXK EPHB6 MYH11 DBI KATNAL1 NLRC3 IRAK2 PRKDC PAK3 EGFR EHD4 P2RX6 PDK4 PKM PRKAG2 HASPIN ABCA7 RTEL1 PMS2 GLYCTK TTLL3 PRKCE TRIB1 RTEL1-TNFRSF6B ACTA2 DDR1 PKMYT1 RPS6KA2 EPHB2 MAP3K8 KIF13B CARS KIF20A AL669918.1 ENPP1 HIPK2 NLRP10 GK CAMKK1 DNAH1 PRAG1 MCM8 PRKY HSPE1 DGKI HSPD1 IARS HK2 PFKFB3 MCM4 IP6K3 EIF2AK3 DNAH5 SWAP70 CLCN7 HSPH1 TIMM44 TRPM7 NARS PLK2 RSKR ATP8B1 CHST15 PKDCC DCK MAP2K3 RRM1 SRXN1 MYO1F DAPK1 ATP9A MCM6 HSPA13 CHD7 TRIO ITPKC RUNX3 ABCC1 PFKP NAIP QARS KIF18A XRCC2 ACTR3B ORC5 ERCC6L KIF3C ABCC6 PAICS CHST12 RENBP KIFC1 MARS2 CDK1 DAPK2 ASNS SYN1 HS3ST5 RUNX1 HSPA14 STK26 KIF24 GRK5 TGFBR2 UBE2QL1 ACBD7 FKBP4 MPPED2 KIF5B MAP4K4 ACTG2 TSSK4 TWNK BAG3 MYO1D STK36 CDKL3 NTRK3 TBCK MYO10 DDX21 CLCN4 HSPA12B MYO18A ABCA1 HMGCL DDX60 MYO15A DGKH ATAD3B SPATA5 MCM7 VRK1 PRKAA2 UBE2C TENT4A NMRK1 MAP2K6 ATAD3A ACVRL1 CDC6 TEK STRADB ACVR1B TAOK1 SLC27A3 NAV2 TMEM173 NEK10 NME3 TTLL7 GAL3ST4 DYNC1H1 PNPLA3 HSPA8 PIK3CD STK33 IQCA1 WARS HYOU1 TOP2A SLC19A1 ILK NME1 SPHK1 RAD51B MYH9 CDKL5 KSR1 AXL PDE4D FCSK ABCA13 NUAK1 CKB DDX39A PBK SLFN5 MYH2 IPPK TGFBR1 MYH1 DMC1 HSPA4L BRIP1 TPK1 PINK1 PRKD1 GARS MOK ACLY EHD1 ACSS1 SLFN11 PLK4 KIF17 PDIK1L NIM1K FGR MAP3K12 TNIK PFKFB4 TTK ATP1A2 ATP8B3 YARS SIK1 LMTK2 CDK12 RAD51 ADCY8 ACACB XRCC3 RPS6KA4 GRPEL2 RBKS STK40 MET SLFN13 GK5 TARS MYH3 FIGNL1 TOR4A PKN3 RAPGEF2 ITPKA ROR1 MAP3K6 CGAS OXSR1 MVK BLM CDK2 LARS MUSK KIF11 HSPA9 ATAD2 BMP2K ATP10A SMC1A SOAT2 TRPV4 GCLC SMG1 CMPK2 MYO15B ATP2A1 SMC4 ATP6V1B2 DYRK1B RIPK4 SGK1 MYH15 NMNAT3 AK4 CNGB1 ACTB KIFC2 ABCB1 MAP3K14 SLC22A4 CNBD2 PANK1 MCM5 CHKB SPEG FANCM ALDH6A1 PC BUB1 SLFNL1 KCNT2 DHX58 MYLK2 GAL3ST3 MAP2K2 MASTL ACSL1 MAGI1 CAMK2B HSPA6 ERBB3 RHOBTB3 LMTK3 XYLB PASK TOP1 PAPSS2 ACSL5 KIF4A MKNK2 KIF20B PLK1 NEK7 LIG1 ENTPD1 UHMK1 DDR2 MYH7B PDE4B SRCAP CENPE ACVR2B STYK1 SMC1B CDC7 PAK4 EPHB1 KIF14 AURKA SMC2 ACOT11 CLCN5 OPLAH PEX6 DHX33 KIF21B DNAH2 IFIH1 LATS1 STK32B KIF18B CSF1R PIM3 MAPK13 PIP5KL1 IGF1R ACBD4 MKI67 RECQL4 ATP8B4 CDKL2 AURKB PPCS UBE2S PARS2 TRIB2 TESK2 RAPGEF4 RPS6KA1 TK1 FIGN RIMKLB SARS CAMK4 MAP3K5 PFAS MYO1E HCK MSH2 PRKG2 ACTR2 RIPK3 KIF26B CAMK1D NTPCR NRBP2 AACS ACSF2 POPDC2 AK9 TNK2 CLK4 ATP1B1 MOV10L1 PRKCH ATP2B1 AC006064.6 BUB1B DTYMK FGFR2 DMPK ABCG2 PRKG1 DNA2 OAS1 OAS2 OAS3 NEK6 UBE2T EPHA4 AARS ADCK1 STARD9 HSPA2 CHTF18 PIF1 MLKL KIF22 ITM2C POLQ ATP8B2 POMK MYH10 PIK3C2B DGKG ERN1 EPHA2 DDX58 ALPK1 MARS TRANK1 ACADL ATP2B4 ABCA3 AK3 ERCC6 KIF6 LONP1 MAGI3 ATAD5 CHD1 KIF23 ETNK2 NLRP3 HSPA5 TSSK2 NUAK2 ASS1 CDK18 DARS2 TTLL6 DNAH7 ACOT7 KSR2 PRPS1 DYRK3 RFC4 MAP3K9 MDN1 MCCC1 AC005832.4 DYRK4 PFKFB2 RFC5 MELK KIF21A CDK17 ADCY7 ABCC3 CHEK1 CIT CYB5R3 FYN ABCA2 AATK ORC1 ATP7B ABCD2 VCP STK17B DCLK1 LRRK2 TIE1 PRKCA ABL2 PDGFRA NOD2 IRAK3 KIF15 PGK1 MVD PIM1 JAK2 NEK2 AK5 NAV3 MTHFD1L APAF1 ACSM5 SCP2 ACVR1C EPHA5 MCM2 IDNK PTK2B TRPM4 TTLL1 TTF2 KIF27 UBA7 OASL PDK1 EPRS P2RX7 GLUL P2RX4 DCLK2 RAD54L MYLK RNASEL STK38L P2RY1 ACSS3 AAK1 WNK4 NMNAT2 EPHA3 ERBB4 DNAH14 EPHB3 ABCA9 ABCA8 ULK2 ITPKB ABCA6 KALRN ABCA10 ACTG1 ABCA5 RFC2 NTRK2 SCN8A ATP2C2 DDX31 KIF2C KCNJ8 ATP13A3 PLK3 ABCC9 POPDC3 OBSCN RAD54B
##
## [[2]]
## GOID NodeSize SampleMatch Phyper Padj
## 15396 GO:0051239 3136 1250 1.421205e-41 1.839465e-37
## 7492 GO:0030334 844 432 4.979847e-41 3.222708e-37
## 3806 GO:0009653 2640 1079 1.102491e-40 4.756513e-37
## 15418 GO:0051270 991 487 4.045957e-40 1.147531e-36
## 28591 GO:2000145 906 454 4.433017e-40 1.147531e-36
## 5577 GO:0016477 1425 641 2.428397e-37 5.238457e-34
## 7417 GO:0030198 372 228 2.999710e-37 5.546463e-34
## 2754 GO:0006928 2044 858 1.635060e-36 2.285841e-33
## 14696 GO:0048731 4837 1780 1.755831e-36 2.285841e-33
## 11039 GO:0040012 977 472 1.766083e-36 2.285841e-33
## 7320 GO:0022610 1398 627 5.072162e-36 5.968090e-33
## 8702 GO:0032879 2756 1098 1.119163e-35 1.207111e-32
## 2918 GO:0007155 1391 623 1.450861e-35 1.444499e-32
## 15020 GO:0050793 2566 1033 1.815039e-35 1.678003e-32
## 8426 GO:0032502 6294 2230 1.972776e-35 1.702243e-32
## 11732 GO:0043062 425 247 7.217640e-35 5.838620e-32
## 646 GO:0001944 692 357 8.041395e-35 5.940956e-32
## 11038 GO:0040011 1813 771 8.262165e-35 5.940956e-32
## 14811 GO:0048856 5885 2100 8.737544e-35 5.952107e-32
## 439 GO:0001568 663 345 1.225653e-34 7.931813e-32
## Term Ont
## 15396 regulation of multicellular organismal process BP
## 7492 regulation of cell migration BP
## 3806 anatomical structure morphogenesis BP
## 15418 regulation of cellular component movement BP
## 28591 regulation of cell motility BP
## 5577 cell migration BP
## 7417 extracellular matrix organization BP
## 2754 movement of cell or subcellular component BP
## 14696 system development BP
## 11039 regulation of locomotion BP
## 7320 biological adhesion BP
## 8702 regulation of localization BP
## 2918 cell adhesion BP
## 15020 regulation of developmental process BP
## 8426 developmental process BP
## 11732 extracellular structure organization BP
## 646 vasculature development BP
## 11038 locomotion BP
## 14811 anatomical structure development BP
## 439 blood vessel development BP
## SampleKeys
## 15396 C5orf30 MAP2K5 HLA-F LRRC32 KDR KIT ACVR1 SMARCD3 CRABP2 CEBPB IQGAP3 POSTN IGF1 APOM BGLAP SFRP4 HIST1H3H RGN MYL9 UBE2L6 FAM20C KCNIP3 TLX2 HLA-E CALR MINAR1 SOX6 SEMA3A LAMA2 SCIN DIO2 PGF TLR1 CDK6 TLR6 NFATC2 PENK CLOCK PDGFA SERPING1 AGER ALPK2 NR1D2 MSX2 PPP1R9A IL17D TNFSF9 FABP5 PDPN EZR DSP RNLS PLXNA4 TMSB4X RPS6KA5 PDGFRB HOXA11 TGIF2 TIAM1 EFNA5 BMP6 SHANK2 LGR4 SHTN1 BMPR1B DAB2 NOTCH4 GPSM3 RORA LOXL3 C3 GATA6 FGF10 PSMB8 HSPA1A GPER1 TRDN PSMB9 CDSN TPM1 ANKRD2 DNAJA4 SLIT2 FOXD1 JAK3 HSPG2 RELN MAP2K1 SOCS1 CDX1 EHD3 CCND1 OSR2 HOMER2 RNH1 TMEM178A SCARF1 CELSR3 ELOVL3 HRH2 HBEGF CEBPD FLRT3 TCIRG1 ROR2 PLAU DNMT3B FGF18 SIX2 GPNMB ARRDC3 TERT IL7R HRAS ANGPTL4 NLRC3 PER3 NFATC4 GRHL1 FZD5 NFKBID KCNK6 JCAD PRKDC PAK3 LEF1 EGFR SCN1B KCNE4 NOCT MIF RFLNB LAMA4 TGFB3 SDCBP LRRC4C SMTN CEMIP2 HLA-DRB1 PDK4 WWC1 FZD7 ITPR3 FLRT2 PKM CNTF MYL5 FZD4 TNFRSF11A CLASP2 NR1D1 STX1A THRA ABCA7 NMU IL17RC MAGED1 ERRFI1 TPBG MSTN CFLAR SH3GL3 SCD PRKCE IL1RAPL1 NR2F1 TRIB1 THRB KCND1 JPH2 CHRM2 VTN CEBPA POLR3K NRP2 HLA-A KREMEN2 SREBF1 IGF2 BCL2 PHLDB1 EPHB2 KIF13B PLXNB3 SOD2 TCTA TBXAS1 RHOA LRP5 ENPP1 PIK3R1 PTN HIPK2 NLRP10 FNIP1 NIN SLC8A1 TOX PRAG1 SLC5A3 IFITM1 SERPINE2 EPAS1 BSCL2 HSPD1 GPM6B GREM1 CEBPG BDNF F12 HK2 PNP VEGFB FERMT1 RANBP3L CCN2 TUBB2B CCBE1 EIF2AK3 GNAI2 RIMS1 BMP2 OGT LRFN5 RARB FOXO1 KLF10 DACT1 MC4R PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF LIMS2 NUMBL RAP1GAP2 BDKRB2 CREB3L2 ECE1 METRN ELANE VAMP8 PKDCC SERPINF1 MAP2K3 TNFRSF14 MYC GTF2IRD2 DEAF1 TACR1 KCNMA1 OSR1 EFEMP1 SERPINB7 TNFRSF12A DECR1 PTGER4 CHD7 ITGA2 SLC6A4 CTSC ITPR1 PLAT SERPINE1 TFAP2A RANBP1 ENC1 ELF1 MAP2 SEMA3B F2R TNFRSF8 PLXNB1 RTN4RL1 RUNX3 ID4 STAT1 ADORA2A CYP26B1 KLF2 LZTS3 ZEB2 GLS INPP5J EFNB2 DTX4 FANCD2 UCN ADM NFKBIA INHBA XRCC2 SMAD7 SERPINB2 ADA GCNT2 TRPV3 DAAM1 B2M DMD BRCA2 SNTA1 TNFRSF1B ANKH ANK2 PTCH1 F2RL1 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 LOX KCNK15 LFNG MAFF HS3ST5 ADAM10 RUNX1 VEGFA E2F2 LY96 RFX8 PSME4 ID3 LTF EGF GTF2IRD2B GSDMD VNN1 BST2 NPR3 MYRF TGFBR2 ELOVL6 ANXA1 OR51E2 HSPB7 VLDLR S1PR3 PPIB CDK5R1 NMI EVL PRDM16 FKBP4 CACNA1C SDC2 DAG1 GDF15 LAMA3 HMG20B PLCL1 PLAC8 MAP4K4 COL4A3 JADE2 CTHRC1 HSPB6 RGCC FRZB LOXL2 TXLNG POLR3G SEMA4G RIMS2 HECW1 CYB5D2 GPI PDLIM7 RSPO3 NEDD4L CDKL3 NTRK3 AFDN HLA-B UST DDX21 PUS7 SULF1 ISL2 ZC3H8 ANGPT1 ABCA1 DDX60 GPR173 POFUT2 CEND1 PLAAT4 FZD1 RSPO2 DNMT1 WNT5A OPRL1 SPP1 PLAAT3 SFMBT1 GPR35 ADAMTS5 SPRY1 HPSE DHRS3 UBASH3B SRGN CXCL12 IL20RB ATOH8 GHR ZFP36 CLU TNFRSF11B MAP2K6 NKX3-1 MMP14 STC1 LDLR ACVRL1 KCNJ2 CELSR1 CD74 HIST1H3B TEK OMA1 HMGCR PPARGC1A MYCL SOX9 ACVR1B SIGLEC15 GPC4 AMIGO2 IL1R2 SYT7 BTN2A2 GPD1L PROS1 HMGB3 TMEM173 KLF7 LGMN ZNF488 HFE GPC3 SLC27A1 CCN3 GAS6 GJD3 CST3 FGF1 DYNC1H1 FBN1 CHN1 ZFP36L2 WARS CLSTN2 ADRB2 ZBTB16 MAPT ELL3 RIF1 ORM1 SIRPA ORM2 FAT4 NDNF SPON2 ILK APBB1 CORO2B NSD2 BCAS3 SEMA4B FAP WNT2 FKBP1B JUN NME1 ENPP2 SPHK1 MBP C5AR1 C5AR2 NR1H3 LGALS9 ITGB2 CDKL5 IL1R1 AXL APPL2 INTU PDE4D AGO2 NFKBIL1 IL1RL2 ICAM1 CACNA2D2 IL1RL1 KANK1 PDE5A IL18R1 IGFBP5 LDLRAP1 FLNA PTHLH GDF11 LRP8 NPAS2 TMEM38B FBXO5 ASPN TGFBR1 OMD TMEM98 LRRC17 S1PR1 VIM SGPL1 CRY1 FZD2 IFI16 ARHGAP33 SAA1 PRKD1 CYP1B1 WDR36 EHD1 ARHGAP42 IL34 ADGRG1 ACKR1 SEMA5A TNNT1 MCOLN2 CMKLR1 TSLP WNT3 EPB41L4B TGFB1 CRP CDH4 SLAMF8 PER2 CTNNBIP1 HES6 FOXC1 FN1 TMEM119 FGR GJC1 TNIK C21orf91 ADRA1D NR4A3 CORO1C VEGFC ISLR2 E2F1 ATP1A2 PARP2 DDAH1 SSH1 CACNB3 IFT122 EDNRB PRNP CCN1 RASSF2 NLGN2 AQP1 PAX9 MEGF10 PRICKLE1 VDR PRICKLE2 CD14 ACACB CALM1 ADAMTS7 NRCAM KLF4 MMRN2 RPS6KA4 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 PLCB1 ASB1 PARD6A LPL TRPC6 KLRK1 MET SRPX2 SLAMF1 NOP53 IL17B CAPRIN2 ARNTL HAS2 ZBTB20 EGR1 CX3CL1 LAMA1 KMT2D C6 RAPGEF2 ITPKA ABAT SPOCK1 SEC14L1 GDF7 ROR1 ADAMTS12 FST NOX5 HIST1H3E COL4A2 THBD ZHX2 VSIR HIST1H4H ADAMTS9 CGAS BANK1 LRP2 ID1 CDKN1C FAM210B TBXA2R F11R IL7 BMPER HDAC9 MUSK NSMF ENG HSPA9 DES MAP1B HHEX AMOT ACE FGF7 BMP2K GAP43 GPR3 LPAR1 EZH2 TRPV4 ANXA6 BIRC3 IL12A RSAD2 HTR2C ZFHX2 ATP2A1 CDH3 TNFSF12 PTPRM ZNF365 NPTXR RNF26 STMN2 PRDM1 S1PR5 FSTL3 NPY1R RGS2 MMD FOXP1 LZTS1 ZFP36L1 SGK1 TMEM100 OBSL1 PLS1 RBP1 FURIN INHA RASGRP1 PHLDB2 EDN1 HEY1 PTPRF THY1 HMOX1 TLR4 ECT2 FBXO32 TRPC3 CSF2 NUP155 ADM2 ITGB3 MDK AKAP6 LRRN3 HIP1R GBP1 LAMA5 PRL ZMIZ1 HOXC11 NCOA3 NOG TRIM25 MLIP CARD10 FGL2 SULF2 MMP8 ZC3H12A GBP5 APELA GRB10 DHX58 SEMA7A CALM3 LCAT BRINP1 MYLK2 GAPDH MAFB NLN FOXS1 CFL1 F3 KCNJ14 LMCD1 NECTIN1 APOD SLC9B2 ACSL1 HDAC5 PELI1 LBP CAMK2B PPARGC1B ERBB3 LAG3 SIX1 GDNF PASK EGR2 KCNK3 ASPM SEMA6B BRCA1 LEPR ID2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 HTR2A TRIM6 PRTG KIF20B ZSWIM5 NFE2 RTN4RL2 NOS1AP SLITRK1 RBP4 DDR2 SERPINI1 PTPRC PDE4B LRRFIP1 MMP12 ACVR2B BCL2L11 CD38 CD24 EFHC2 SPARC THBS1 NGEF PAK4 RGS4 ZNF219 DACT3 PTGER2 SLITRK6 NDRG2 EPHB1 KIF14 CORIN AURKA TGFBR3 OXTR ITGA5 MDGA1 ACOT11 MYL2 APLN PBX1 INAVA DHX33 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 IFIH1 NFKBIZ LRFN1 IL1B RTN4 LATS1 CSF1R GNAO1 MAPK13 CCSAP INHBB ADGRB2 IGF1R PTGIS RFLNA LEP NDRG4 AGT PLAUR GPLD1 KDM6B EBI3 WDR43 COLQ CRY2 TRIB2 CD4 B4GALT5 PROCR FLT3LG DOCK4 HES4 ZNF804A PBLD FGF2 STAT5A DOCK5 CHSY1 DISC1 SSC5D TENM4 SARS GNRH1 CAMK4 HIST2H4A HIST2H4B BHLHE40 MSH2 SCARB1 CELSR2 MOSMO MYOCD CNR1 RNF41 KCNE3 PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D EMP2 CD200 NOTCH3 ZFHX3 SH3BP1 NEDD4 PCSK9 HMGB2 GSTM2 POPDC2 CTSH SMAD6 SMOC1 RNF128 ATP1B1 KITLG WNT7B MEIS1 EPPK1 PRKCH DUSP6 EBF2 ITGB1 IRF1 PREX1 ATP2B1 PLCE1 NRG1 IL33 SHANK1 LTBP3 FGFR2 ADGRA2 DMPK TFRC MYL3 ADRA2A KCND2 AMIGO1 MCC AGTR1 PRKG1 PANX2 ARRB1 SPAAR TMEM131L DKK1 LRP4 LBH AGRN NOTCH1 SEMA3C OAS2 ARFGEF2 EXOSC6 APOLD1 HIF1A EPHA4 SYT2 ITSN1 TSPAN12 PPP1R12B GAA TSPAN8 THBS2 LGALS1 RNF207 CSF1 FOXO3 TLR2 RAB11FIP1 SPTBN4 RECK SCX LUM MAPRE2 IFRD1 DCN RYR2 ATF4 PLEKHA4 CD109 TIMP2 RRAS P3H1 CHRM3 ECM1 WASF3 RNF157 HIST4H4 ITM2C SVBP CTH PTPRJ HOXA7 ITGAV CCN4 MGP SFRP2 TLE3 RACGAP1 CREB3L1 IL6R CADM1 SLC1A1 ANKRD1 PDGFD SOCS2 PTGER3 NUPR1 PI16 EMILIN1 HERC5 SCN4B RBM15 MST1 NOTCH2 ANKRD6 CTSK LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 ARHGDIB PKP2 EPHA2 CALCRL PRCP ADORA1 SCN2B CACNA2D1 NEGR1 TFPI ARHGEF19 GLI1 DDX58 CHI3L1 PTPRO MAF DDIT3 IFNGR1 ACADL PROK1 ATP2B4 C1QTNF1 AMOTL1 G6PD ZNF423 SNAI1 TNFAIP3 CXCL8 PTGDS CXCL6 PF4 ATAD5 ADAM12 NCS1 GPRC5B TNFSF4 MESP1 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 PGAM5 TBX3 ZSWIM4 HSPA5 MAGI2 DAAM2 PTPN22 SEMA3E ADGRL3 TRIM58 GDPD5 RAB29 C5 DLG1 RAB7B FUZ NPTX1 NTN1 APOC3 CD83 NPY2R DLX2 JAG1 KSR2 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HOMER1 BAMBI ADRA1B IL12B CCDC88A NREP EFNA3 EFNA1 ADCY7 EVI2B ADIPOQ FANCA MYLIP IL6 FOXP2 FYN BAIAP2 MAP6 NRP1 ABCD2 IL27RA LRP1 MAFG TMEM38A BCL3 NCAPG2 HMGA2 IDH2 PLXNA2 NKD1 AXIN2 CNN1 KRT17 LRRK2 RBM24 TCF4 SAPCD2 TIE1 G0S2 GUCY1A1 DIXDC1 WDR77 ISM1 PRKCA UTP25 SIPA1L1 ABL2 PDGFRA BCL6 CASP1 LMO2 NOD2 IRAK3 COMP ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 CYBA TLR3 NTF3 KCND3 MITF PIM1 JAK2 SNCA PRLR ADGRL1 NAV3 EREG GRIP1 ITPR2 IGSF10 ALOX15B BHLHE41 CD160 PIAS3 CARD16 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 CITED2 CDH2 POLR3GL IDO1 COL3A1 TP63 AREG PROX1 CNIH2 PTK2B CENPF KCNK2 APOC1 APOE TRPM4 TCIM MYB AKAP12 ZNRF3 CD9 FLCN COL5A2 HES7 KREMEN1 TRPM8 IL18 UBA7 TGFB2 ITGA6 PYCARD KLKB1 P2RX7 MGLL PDGFC IL26 GLUL MFAP2 PDCD1LG2 CD274 SFRP1 P2RX4 IL1RAP HLX DUSP10 RELB P2RY1 PER1 ZNF703 TRAIP ARHGEF2 PDE3A GATA2 ACAP3 WNK4 LMNA EPHA3 TRIM16 ERBB4 CBFB TGFB1I1 EPHB3 AP2M1 NTNG2 PSMD2 CX3CR1 GCH1 ULK2 ANXA2 PARP1 ITPKB MME KALRN COL5A1 ESR1 NTRK2 LGALS3 WNT9A PTGS2 GJA5 HES1 MEF2C SPX PDLIM5 RGMA PTCH2 HEG1 ABCC9
## 7492 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 CALR SEMA3A LAMA2 CCL2 CCL7 PGF PDGFA AGER CCL26 PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 SERPINF1 MAP2K3 TNFRSF14 FAM107A PTGER4 ITGA2 SERPINE1 SEMA3B F2R PLXNB1 DOCK10 MCTP1 WNT5B SMAD7 ADA GCNT2 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ELANE ANXA1 ADARB1 EVL TNFAIP6 P2RY6 DAG1 LAMA3 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD COL18A1 PODXL SSH2 ILK BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK LAMA5 NOG CARD10 ZC3H12A APELA SEMA7A TMSB10 AMOTL2 F3 APOD HDAC5 LBP CAMK2B SEMA6B STARD13 SPRY2 KIF20B DDR2 TMSB15B PTPRC SPARC THBS1 KIF14 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD RNF41 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP ADORA1 DDX58 SLC8B1 PECAM1 AMOTL1 SNAI1 CXCL8 LDB2 SEMA6C SMURF2 ARSB HSPA5 MAGI2 GCSAML PTPN22 SEMA3E C5 FUZ NTN1 JAG1 FOXC2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA LRP1 IDH2 PLXNA2 TIE1 PRKCA PDGFRA BMP4 NTF3 MITF JAK2 NAV3 CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 APOE AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 MEF2C LRRC15
## 3806 BYSL MAP2K5 PARD6B CYFIP2 KDR KIT CHST11 GFRA1 TXNRD1 ACVR1 SMARCD3 CRABP2 NES CEBPB STAB2 POSTN NEK3 BGLAP SFRP4 FZD8 FAM20C TLX2 EN1 FLRT1 B4GALT1 MINAR1 SOX6 SEMA3A LAMA2 RDH10 SIDT2 CCL2 CCL7 TSKU CDC42EP5 PGF NYAP1 NFATC2 PDGFA CDH6 CCL13 TYRO3 ALPK2 MSX2 PPP1R9A MYO19 GCNT1 TNFAIP2 PDPN EZR DSP PLXNA4 RPS6KA5 TNFSF14 PDGFRB HOXA11 TGIF2 TIAM1 EFNA5 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B DAB2 NOTCH4 RORA NINJ1 DNMBP C3 GATA6 FGF10 PSMB8 PSMB9 ANK3 CDSN TPM1 PKD1 COL13A1 SLIT2 FOXD1 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 HCN1 NOLC1 CD44 CDX1 LAMB2 OSR2 FOXI1 RNH1 CELSR3 HRH2 POC1A HBEGF FLRT3 TCIRG1 ROR2 FGF18 SIX2 GPNMB MYH11 TERT IL7R WASHC2C ZNF358 HRAS ANGPTL4 IER3 HMX3 NFATC4 FZD5 JCAD MLXIPL MICALL2 ETV1 PRKDC PAK3 LEF1 EGFR VCL SCN1B SPTBN5 RFLNB TGFB3 LRRC4C CDH24 CEMIP2 FZD7 FLRT2 EMX2 PKM CNTF FZD4 FERMT3 CLASP2 THRA SCG2 WDR19 APBB2 MAGED1 ERRFI1 CFLAR IL1RAPL1 THRB VTN NRP2 ACTA2 IGF2 DDR1 SYNE3 TREH BCL2 PHLDB1 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 TCTA RHOA LRP5 PIK3R1 PTN HIPK2 CCDC154 NIN PRAG1 CA9 SERPINE2 SLIT3 EPAS1 GREM1 BDNF HK2 VEGFB CCN2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 RIMS1 SERPINB5 BMP2 RHOQ RARB FOXO1 DACT1 PLK2 YWHAH LIF LIMS2 RAB3A ATP8B1 NUMBL FANCC TMEM135 ITGA4 ECE1 METRN PKDCC SERPINF1 ANG SLC1A3 MYC DEAF1 OSR1 EFEMP1 TNFRSF12A RFX2 ITGA1 CHD7 ITGA2 SLC6A4 TRIO SERPINE1 TFAP2A MAP2 SEMA3B F2R PLXNB1 DOCK10 ID4 STAT1 ASXL2 ADORA2A CYP26B1 SYF2 KLF2 LZTS3 ZEB2 EFNB2 E2F8 DLX6 FANCD2 SALL4 LIAS MAP1A ADM FRY INHBA XRCC2 SMAD7 CSPG4 ADA DLX5 DAAM1 DMD KIRREL3 UCHL1 TNFRSF1B ANK2 SIPA1L3 PTCH1 ADAMTS16 COL1A2 VASH1 HSPB1 CAPN3 LOX LFNG PLOD3 ADAM10 RUNX1 VEGFA DLC1 CAPZB E2F2 PSME4 ID3 LTF EGF ACTN4 RND3 PSPN COL12A1 FKBP1A ANGPTL6 FRMD6 EXT2 TGFBR2 ANXA1 SOX4 VLDLR ADARB1 S1PR3 SHC3 CDH7 SHROOM2 CDK5R1 ALX4 EVL KIF5B VIT CACNA1C SDC2 DAG1 GDF15 LAMA3 UGDH APOB HOPX MAP4K4 COL4A3 E2F5 JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 RGCC FRZB LOXL2 SEMA4G RIMS2 HECW1 GPI VWA1 PDLIM7 RSPO3 NEDD4L CDKL3 NTRK3 TCF7 AFDN FAM171A1 SPINT2 RHOBTB1 MYO10 RELT UST NOX4 ADGRG6 SULF1 ISL2 ANGPT1 GCNT4 MYO15A POFUT2 CEND1 EXT1 FZD1 RSPO2 WNT5A SPP1 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SPRY1 HPSE DHRS3 FGFRL1 CXCL12 ATOH8 CERT1 CDH18 MATN3 GHR CLU TNFRSF11B NKX3-1 AFF3 MMP14 STC1 SPTBN2 LDLR ACVRL1 CELSR1 MYOZ2 TEK OMA1 STRADB PPARGC1A SOX9 GPC4 WTIP HS6ST1 FJX1 PCSK5 COL27A1 NR4A1 KLF7 SOX18 GPC3 CCN3 NRN1 TMIE CST3 FGF1 TIPARP SCML2 FBN1 CHN1 PIK3CD WARS COL18A1 ZBTB16 MAPT PODXL FAT4 SSH2 NDNF COL15A1 ILK INSIG1 APBB1 STMN1 NSD2 BCAS3 SEMA4B FAP WNT2 ACKR3 JUN ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 HPGD RHOV ITGB2 MYH9 CDKL5 ALPL AXL FOXN3 INTU ARID5B ACAN ETS2 AGO2 SCARA3 ICAM1 KANK1 DIAPH1 MMP19 IGFBP5 FLNA GDF11 GAB2 LRP8 TSHZ1 MICAL2 CDC42EP3 ASPN TGFBR1 TCF21 EYA4 RXFP1 S1PR1 SGPL1 TRNP1 FZD2 PINK1 ARHGAP33 PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 WDR36 EHD1 KNL1 ADGRG1 SEMA5A TNNT1 STIL FOXQ1 WNT3 SH3D19 TGFB1 CDH4 COL14A1 CCNB1IP1 KRT18 CTNNBIP1 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK CDH10 FOXD2 NR4A3 CORO1C CRISPLD1 THSD7A VEGFC CSGALNACT1 ISLR2 TGFBI PID1 DDAH1 SSH1 IFT122 CCN1 AQP1 IRS2 COL6A3 PAX9 PRICKLE1 VDR PRICKLE2 ANTXR1 COL11A1 PALM2-AKAP2 NRCAM KLF4 MMRN2 EPB41L5 RHOB MYOZ1 CAV1 TENM3 JUNB PARD6A TRPC6 STK40 HHIP HIF3A CAPN1 MET CD248 SRPX2 CAPRIN2 HAS2 TLE2 MYH3 CX3CL1 LAMA1 C6 COL7A1 STRA6 RAPGEF2 ALDH1A3 ITPKA WDR74 GDF7 ROR1 ADAMTS12 MCAM NOX5 HOXD9 HOXD4 TEAD2 COL4A2 ZHX2 COL4A1 ADAMTS9 FHL1 DOK4 FAT1 LRP2 ID1 CDKN1C TMEFF1 TBXA2R RAC2 COL16A1 F11R IL7 ZMYM5 BMPER HDAC9 NSMF COL6A1 ENG VSTM2L AJUBA MAP1B LMO4 KLHL3 HHEX AMOT FGF7 GAP43 ATP10A LPAR1 TRPV4 ANXA6 TMOD2 VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 PRDM1 BCL2L1 CDH1 NPY1R ZNF135 FOXP1 LZTS1 ZFP36L1 DYRK1B RIPK4 SGK1 TMEM100 ESM1 CD151 OBSL1 PHLDB2 EDN1 HEY1 THY1 HMOX1 ECT2 ACTB FMNL1 ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 MFNG HOXC13 GBP1 LAMA5 PRL ZMIZ1 HOXC11 HOXC4 NOG TPD52 CARD10 SULF2 VASP MMP8 ZC3H12A APELA MBOAT7 GRB10 SEMA7A MYLK2 MAFB FOXS1 AMOTL2 CFL1 F3 NECTIN1 APOD HDAC5 CAMK2B PPARGC1B NEO1 RHOBTB3 CDC42EP1 SIX1 GDNF EGR2 MYOF ITGB4 ROGDI SEMA6B BRCA1 LEPR ID2 FBN2 ITGB8 STARD13 SPRY2 SIX4 KIF20B ZSWIM5 LHX9 LIG1 SLITRK1 RBP4 MMP15 COL11A2 MMP12 ACVR2B BCL2L11 RILPL2 SPARC THBS1 NGEF PAK4 ZNF219 TRIM13 UNC13D SLITRK6 EPHB1 ZNF281 KIF14 AURKA TGFBR3 ITGA5 ZNF385A MYL2 APLN MTSS1 PBX1 LRIG1 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM ATP5IF1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 GNAO1 PLCD3 ADGRB2 PTGIS TMEM107 RFLNA LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT GPLD1 S100A13 KDM6B RPS6KA1 B4GALT5 FLT3LG FGF2 CHSY1 DISC1 RHOD TENM4 SARS LRATD1 MYO1E HCK PPP2R1B SOCS3 RAMP1 CELSR2 BICD1 MYOCD FBLN1 ALCAM PLXNA3 ACTR2 GLI2 CSRP1 EMP2 CPE NOTCH3 ETV7 TBX19 SH3BP1 NEDD4 WLS CTSH FLNB SMAD6 ZIC1 PALM CCDC39 WNT7B MEIS1 LMOD1 ITGB1 CC2D2A NRG1 SHANK1 ROBO3 LTBP3 ELN FGFR2 ADGRA2 ENPEP MYL3 AMIGO1 AGTR1 AUTS2 BNIP3 DKK1 LRP4 AGRN NOTCH1 SEMA3C STAT2 FGD4 APOLD1 HIF1A EPHA4 EGFL7 ARHGAP22 ITGA7 SYT2 TSPAN12 GAA THBS2 LGR5 RNF207 CSF1 MYOM1 INSIG2 TIMELESS COL8A1 GMNN TLR2 SPTBN4 RECK RIPOR2 KBTBD8 MEGF9 TET1 SCX IFRD1 DCN TRIOBP RYR2 NRXN3 PLEKHA4 CD109 RRAS ROBO4 ACTN1 ECM1 WASF3 RNF157 GREM2 MYL12A HOXA7 HOXA4 ITGAV MGP SFRP2 TLE3 ALX3 CREB3L1 MYH10 MELTF ANKRD1 FRYL TMEFF2 EMILIN1 CRISPLD2 RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 BMP1 AMH ETV5 GDF5 PKP2 EPHA2 CALCRL PRCP AP1AR ARHGEF19 GLI1 WWOX CDH8 CHI3L1 PTPRO DPYSL4 PROK1 TLE1 PECAM1 AMOTL1 NFASC SNAI1 TNFAIP3 TM4SF1 CXCL8 CDH11 KIF26B PF4 ADAM12 FGD6 ARHGAP24 MESP1 SEMA6C SMURF2 NR4A2 DLX1 TBX3 ZSWIM4 HSPA5 ANPEP MAGI2 NAGLU CRYGS SEMA3E DLG1 FUZ NPTX1 NTN1 NPY2R DLX2 JAG1 FOXC2 ROBO2 APOA1 NTN4 BAMBI KRT19 SERPINH1 CLTCL1 EFNA4 EFNA3 EFNA1 KRT16 STRIP2 ADIPOQ BTBD3 PAPPA2 IL6 FOXP2 FYN BAIAP2 ABCA2 MAP6 NRP1 ERMN LRP1 SAT1 BCL3 CRYAB HMGA2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 TCF4 LAMB3 SAPCD2 TIE1 EDNRA THBS3 ISM1 PRKCA SIPA1L1 PDGFRA BCL6 COMP KCNH1 ACP5 PGK1 BMP4 E2F7 TLR3 TUBB3 EPGN PACSIN2 NTF3 PIM1 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 ALDOA CAP2 BHLHE41 CD160 ABLIM1 NGF VANGL1 PMP22 JUP SYT1 LRIG3 CITED2 TUFT1 CDH2 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 AREG PROX1 DOK5 PTK2B PIK3R3 SEMA5B APOE SGCD PTGFRN CEMP1 ZNRF3 CD9 PLD6 COL5A2 HES7 IL18 TGFB2 ITGA6 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 SFRP1 HLX MYLK P2RY1 SLC40A1 TBX15 FAM20A ARHGEF2 GATA2 WNK4 ANKRD11 LAMC2 EPHA3 ERBB4 TGFB1I1 EPHB3 AP2M1 VAV2 CSRNP1 CORO1A ENAH NTNG2 PSMD2 CX3CR1 ULK2 ANXA2 KALRN FHOD3 COL5A1 ESR1 ACTG1 FSCN2 NTRK2 WNT9A PTGS2 GJA5 HES1 MEF2C PDLIM5 RGMA HEG1 CPM DLX3 OBSCN
## 15418 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 RGN DUOX1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 PGF CDK6 PDGFA AGER CCL26 PDPN DSP PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN ARHGAP18 CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 SERPINF1 MAP2K3 TNFRSF14 FAM107A TACR1 PTGER4 ITGA2 SERPINE1 MAP2 SEMA3B F2R PLXNB1 DOCK10 MCTP1 WNT5B SMAD7 ADA GCNT2 ANK2 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ELANE ANXA1 ADARB1 EVL NRG4 TNFAIP6 P2RY6 CACNA1C DAG1 LAMA3 IGBP1 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 KCNJ2 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD COL18A1 PODXL SSH2 ILK STMN1 BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 PDE4D AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 SSX2IP ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC ATP1A2 SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A ATP2A1 PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK CATSPER1 LAMA5 NOG CARD10 ZC3H12A APELA SEMA7A TMSB10 MYLK2 AMOTL2 F3 APOD HDAC5 LBP CAMK2B ERBB3 SEMA6B STARD13 SPRY2 KIF20B ZSWIM5 NOS1AP DDR2 TMSB15B PTPRC PDE4B SPARC THBS1 KIF14 TGFBR3 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD FBLN1 RNF41 KCNE3 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG CCDC39 EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A ARMC4 RNF207 CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN SPOCK3 RYR2 RRAS ROBO4 ACTN1 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB PKP2 EPHA2 PRCP AP1AR ADORA1 DDX58 PTPRO SLC8B1 PECAM1 AMOTL1 SNAI1 CFAP69 CXCL8 LDB2 SEMA6C SMURF2 ARSB ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E TRIM58 C5 DLG1 TTLL6 FUZ NTN1 JAG1 FOXC2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA LRP1 IDH2 PLXNA2 NKD1 TIE1 PRKCA WNT3 ABL2 PDGFRA BCL6 BMP4 NTF3 MITF JAK2 NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 CNIH2 PODN PTK2B PIK3R3 BTC APOE TRPM4 AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 GJA5 MEF2C LRRC15
## 28591 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 RGN DUOX1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 PGF CDK6 PDGFA AGER CCL26 PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN ARHGAP18 CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 SERPINF1 MAP2K3 TNFRSF14 FAM107A TACR1 PTGER4 ITGA2 SERPINE1 SEMA3B F2R PLXNB1 DOCK10 MCTP1 WNT5B SMAD7 ADA GCNT2 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ELANE ANXA1 ADARB1 EVL NRG4 TNFAIP6 P2RY6 DAG1 LAMA3 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD COL18A1 PODXL SSH2 ILK BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 SSX2IP ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK CATSPER1 LAMA5 NOG CARD10 ZC3H12A APELA SEMA7A TMSB10 AMOTL2 F3 APOD HDAC5 LBP CAMK2B ERBB3 SEMA6B STARD13 SPRY2 KIF20B DDR2 TMSB15B PTPRC SPARC THBS1 KIF14 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD FBLN1 RNF41 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN SPOCK3 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP AP1AR ADORA1 DDX58 SLC8B1 PECAM1 AMOTL1 SNAI1 CFAP69 CXCL8 LDB2 SEMA6C SMURF2 ARSB HSPA5 MAGI2 GCSAML PTPN22 SEMA3E C5 FUZ NTN1 JAG1 FOXC2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA LRP1 IDH2 PLXNA2 NKD1 TIE1 PRKCA ABL2 PDGFRA BMP4 NTF3 MITF JAK2 NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 BTC APOE AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 MEF2C LRRC15
## 5577 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 B4GALT1 CALR SEMA3A LAMA2 CCL2 CCL7 CCL8 PGF NFATC2 PDGFA TNS1 CCL13 AGER CCL26 TYRO3 MSX2 SLC7A11 GCNT1 JCHAIN PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN CARMIL1 CD44 LAMB2 CELSR3 HBEGF FLRT3 ROR2 PLAU FGF18 SIX2 GPNMB TERT AVL9 HRAS GTPBP4 JCAD NDE1 PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 PTP4A3 SDCBP WWC1 FLRT2 EMX2 FERMT3 TNFRSF11A CLASP2 SCG2 IL17RC APBB2 MSTN PRKCE TRIB1 JAM2 VTN TRPM2 NRP2 DDR1 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TUBB2A TP53INP1 GREM1 VEGFB FERMT1 CCN2 TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 CXCR6 NANOS1 PRSS3 SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A TNFRSF12A PTGER4 ITGA1 ITGA2 TNFRSF10B PLAT SERPINE1 SEMA3B F2R PLXNB1 DOCK10 ABCC1 MCTP1 ZEB2 WNT5B EFNB2 SLC7A8 SMAD7 SLC3A2 CSPG4 ADA GCNT2 ASAP3 KIRREL3 ACKR2 F2RL1 COL1A2 VASH1 HSPB1 CDK1 DAPK2 CYP19A1 LOX SPATA13 ADAM10 VEGFA DLC1 MGAT5 FAM83D ESAM STK26 EGF ACTN4 RND3 TNFRSF10A PTPRU BST2 TGFBR2 ELANE ANXA1 OR51E2 ADARB1 SHROOM2 CDK5R1 EVL TNFAIP6 P2RY6 SDC2 DAG1 LAMA3 APOB MAP4K4 TNS3 DNAAF4 CTHRC1 SLC7A7 RGCC LOXL2 SEMA4G GPI NTRK3 TCAF2 AFDN RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 MYO18A TCAF1 GPR173 CEND1 WNT5A ADAMTS1 PALLD CXCL12 ATOH8 ARHGEF5 MMP14 STC1 DUSP3 ACVRL1 CELSR1 CD74 TEK PPARGC1A SOX9 ACVR1B ARHGEF16 ITGA11 GPC4 CH25H PROS1 DPP4 NR4A1 LGMN JAGN1 SOX18 GPC3 TMSB15A CCN3 GAS6 FGF1 PIK3CD IL16 COL18A1 SIRPA PODXL SSH2 NDNF ILK BCAS3 SEMA4B CORO6 FAP ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 ITGB2 MYH9 CDKL5 IL1R1 AXL APPL2 PDE4D ARID5B AGO2 VCAM1 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA PSTPIP2 SAA2 FBXO5 SAA2-SAA4 IGFBP3 TGFBR1 CYGB S1PR1 SGPL1 SINHCAF SAA1 CCL20 PRKD1 SDC1 MATN2 CYP1B1 ADGRG1 SEMA5A MCOLN2 CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FOXC1 FN1 FGR SELPLG PSG1 NR4A3 CORO1C VEGFC DEPDC1B DNER SSH1 EDNRB CCN1 CCL28 SUN2 IRS2 MEGF10 TMEM102 NRCAM KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET CD248 SRPX2 HAS2 CX3CL1 LAMA1 PKN3 RAPGEF2 SPOCK1 ADAMTS12 MCAM FRMD5 NEDD9 THBD VSIR ADAMTS9 SH3RF2 FAT1 OXSR1 ID1 MMP28 TBXA2R RAC2 F11R BMPER HDAC9 TSPAN11 NSMF ENG AJUBA MAP1B LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A VAV3 TNFSF12 PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 PTPRF THY1 HMOX1 FMNL1 ITGBL1 ITGB3 MDK FSCN1 LAMA5 CD177 NOG CARD10 ZC3H12A APELA MBOAT7 GRB10 SEMA7A MMP1 TMSB10 AMOTL2 CFL1 F3 DDIT4 APOD GYPC HDAC5 LTB4R2 LBP CAMK2B SIX1 GDNF ASPM ITGB4 SEMA6B ITGB8 STARD13 SPRY2 SIX4 KIF20B PLPP1 DDR2 TMSB15B PTPRC PDE4B MMP12 CD24 NET1 SPARC THBS1 PAK4 EPHB1 KIF14 TGFBR3 ITGA5 MDGA1 SYNE2 DCDC2 COL1A1 PLXND1 GPC1 MYADM IL1B RTN4 WASL CSF1R PIP5KL1 IGF1R LEP NDRG4 AGT S100A2 GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 DISC1 RHOD GRB14 GNRH1 HCK SCARB1 MYOCD RNF41 PLXNA3 RIPK3 CAMK1D ANLN EMP2 CD200 SH3BP1 HMGB2 SRGAP3 NAV1 CTSH RARRES2 ATP1B1 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ENPEP ADRA2A LYST MCC AGTR1 AUTS2 PRKG1 NOTCH1 SEMA3C HIF1A EPHA4 CSF1 FOXO3 RECK RIPOR2 MEGF9 MAPRE2 DCN HSD3B7 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 POMK MYH10 IL6R PDGFD GTSE1 TMEFF2 EMILIN1 CYP7B1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP ADORA1 DDX58 PTPRO SLC8B1 PECAM1 AMOTL1 SNAI1 TNFAIP3 CXCL8 CXCL6 PF4V1 CXCL1 PF4 CXCL5 CXCL3 MESP1 LDB2 SEMA6C CXCL2 SMURF2 ARSB NR4A2 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E ADGRL3 C5 FUZ NTN1 JAG1 FOXC2 APOA1 NTN4 BAMBI IL12B CCDC88A EFNA1 KRT16 STRIP2 LIMA1 ADIPOQ SLC7A5 IL6 FYN ASTN1 NRP1 IL27RA LRP1 IDH2 PLXNA2 DCLK1 LRRK2 LAMB3 PLEKHG5 TIE1 DIXDC1 PRKCA PDGFRA BMP4 PARP9 NTF3 MITF JAK2 NAV3 CDH13 IGSF10 ALOX15B BEX4 OLR1 ACVR1C JUP CITED2 CDH2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 APOE TRPM4 AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK P2RY1 RAP2B ZNF703 ARHGEF2 GATA2 ACAP3 LAMC2 LMNA EPHA3 ERBB4 TGFB1I1 EPHB3 SRGAP1 VAV2 HAS1 CORO1A ARPC5 CX3CR1 COL5A1 FSCN2 NTRK2 LGALS3 BST1 PTGS2 HES1 MEF2C LRRC15
## 7417 ADAM19 KDR POSTN B4GALT1 LAMA2 PDGFA PDPN MMP28 COL11A2 LOXL3 COL13A1 HSPG2 CD44 LAMB2 MYH11 MMP11 KAZALD1 LAMA4 FLRT2 CLASP2 APBB2 CFLAR JAM2 VTN DDR1 SCUBE3 PHLDB1 LOXL4 BGN GPM6B GREM1 PLOD1 TNXB FERMT1 COL17A1 NOXO1 CCN2 MMP16 SERPINB5 ITGA4 ELANE ITGA1 ITGA2 SERPINE1 COL5A3 FBLN2 TNFRSF1B MPV17 ADAMTS14 COL1A2 LOX PLOD3 ADAM10 COL12A1 COL4A4 ADAMTS3 VIT DAG1 LAMA3 COL4A3 COL10A1 HTRA1 RGCC LOXL2 VWA1 MFAP4 SPINT2 COL28A1 IBSP SULF1 P4HA1 LOXL1 SPP1 ITGA8 ADAMTS5 MATN3 TNFRSF11B MMP14 SOX9 ITGA11 COL27A1 DPP4 GAS6 CST3 FBN1 COL18A1 NDNF COL15A1 FAP COL4A6 COL8A2 LAMB1 ITGB2 ACAN ICAM4 VCAM1 ICAM1 MMP19 PTX3 TMEM38B TGFBR1 ECM2 RXFP1 ICAM5 AEBP1 CYP1B1 ICAM3 COL4A5 TGFB1 COL14A1 FOXC1 FN1 TNC CSGALNACT1 TGFBI CCN1 COL6A3 COL9A2 ANTXR1 COL11A1 THSD4 CAV1 FBLN5 COL24A1 CAPN1 ABI3BP HAS2 LAMA1 COL7A1 COL4A2 COL4A1 ADAMTS9 COL16A1 F11R COL6A1 ENG CDH1 MMP7 FURIN PHLDB2 COL6A2 ITGB3 ADAMTS4 FSCN1 LAMA5 SULF2 MMP8 MFAP5 MMP3 MMP1 EFEMP2 ADAMTS2 NID2 ITGB4 FBN2 ITGB8 OLFML2B DDR2 MMP15 MMP12 SPARC THBS1 ITGA5 PLOD2 COL1A1 AGT COLQ MMP24 FGF2 MYO1E FBLN1 DPT ITGB1 ELN NID1 CCDC80 AGRN NOTCH1 ITGA7 COL8A1 RECK A2M MEGF9 SCX LUM DCN TIMP2 OLFML2A ITGAV ADAMTSL4 SFRP2 CREB3L1 MELTF EMILIN1 CRISPLD2 CTSS CTSK BMP1 FMOD PECAM1 ADAM12 VCAN MPZL3 FOXC2 NTN4 PRDX4 HAPLN1 SERPINH1 IL6 LRP1 BCL3 LAMB3 PDGFRA COMP ITGA10 QSOX1 COL3A1 P3H4 COL5A2 TGFB2 ITGA6 KLKB1 MFAP2 LAMC2 SERAC1 HAS1 ANXA2 COL5A1
## 2754 C5orf30 MAP2K5 PARD6B CYFIP2 KDR KIT GFRA1 ACVR1 POSTN IGF1 RGN DUOX1 B4GALT1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 CCL8 PGF CDK6 NFATC2 PDGFA TNS1 CCL13 AGER CCL26 TYRO3 MSX2 SLC7A11 MYO19 GCNT1 JCHAIN PDPN EZR DSP PLXNA4 TMSB4X RPS6KA5 TNFSF14 PDGFRB ARHGAP21 TIAM1 EFNA5 SHTN1 BMPR1B DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 FOXD1 RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 CD44 LAMB2 NME5 CELSR3 HBEGF FLRT3 ROR2 PLAU FGF18 SIX2 GPNMB TERT AVL9 HRAS GTPBP4 JCAD IER2 NDE1 ETV1 PAK3 LEF1 EGFR CCL5 VCL SCN1B KCNE4 SPTBN5 MIF LAMA4 PTP4A3 SDCBP WWC1 FLRT2 EMX2 FERMT3 TNFRSF11A CLASP2 SCG2 WDR19 IL17RC APBB2 MSTN PRKCE TRIB1 JAM2 VTN TRPM2 NRP2 DDR1 BCL2 MGARP EPHB2 KIF13B PLXNB3 SOD2 RHOA KIF20A PIK3R1 PTN DNAH1 SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 SLIT3 TUBB2A TP53INP1 GREM1 BDNF VEGFB FERMT1 DYNC1I1 CCN2 TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 DNAH5 SWAP70 BMP2 PLK2 FYCO1 ITGA4 BDKRB1 CXCR6 NANOS1 PRSS3 SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A TACR1 TNFRSF12A PTGER4 ITGA1 ITGA2 TNFRSF10B TPM2 TRIO PLAT SERPINE1 MAP2 SEMA3B F2R PLXNB1 DOCK10 ABCC1 MCTP1 ZEB2 WNT5B EFNB2 MAP1A KIF18A SLC7A8 SMAD7 SLC3A2 CSPG4 ADA GCNT2 DLX5 ASAP3 KIF3C DMD KIRREL3 UCHL1 ACKR2 SNTA1 ANK2 ARL3 PTCH1 F2RL1 KIFC1 COL1A2 VASH1 HSPB1 CDK1 DAPK2 CYP19A1 LOX SPATA13 ADAM10 VEGFA DLC1 MGAT5 FAM83D ESAM STK26 KIF24 EGF ACTN4 RND3 PSPN TNFRSF10A PTPRU BST2 FRMD6 TGFBR2 ELANE ANXA1 OR51E2 VLDLR ADARB1 SHC3 SHROOM2 CDK5R1 EVL NRG4 TNFAIP6 KIF5B P2RY6 CACNA1C SDC2 DAG1 LAMA3 APOB IGBP1 MAP4K4 TNS3 DNAAF4 CTHRC1 SLC7A7 RGCC LOXL2 WDR35 DLG2 SEMA4G BAG3 GPI PDLIM7 STK36 NEDD4L NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 ISL2 CEMIP ANGPT1 MYO18A TCAF1 GPR173 CEND1 EXT1 WNT5A ADAMTS1 PALLD CXCL12 ATOH8 ARHGEF5 MMP14 STC1 SPTBN2 DUSP3 ACVRL1 KCNJ2 CELSR1 CD74 TEK PPARGC1A SOX9 ACVR1B ARHGEF16 ITGA11 GPC4 CH25H RAB27B GPD1L PROS1 DPP4 NR4A1 KLF7 LGMN JAGN1 SOX18 GPC3 TMSB15A CCN3 GAS6 FGF1 DYNC1H1 HSPA8 CHN1 PIK3CD IL16 COL18A1 MAPT SIRPA PODXL SSH2 NDNF ILK STMN1 BCAS3 SEMA4B CORO6 FAP ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 ITGB2 MYH9 CDKL5 IL1R1 AXL APPL2 PDE4D ARID5B AGO2 VCAM1 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA GAB2 PSTPIP2 SAA2 FBXO5 SAA2-SAA4 IGFBP3 MYH2 TGFBR1 CYGB S1PR1 VIM SGPL1 COPG1 SINHCAF SAA1 CCL20 PRKD1 UNC5B SDC1 MATN2 CYP1B1 SSX2IP ADGRG1 SEMA5A SYBU TNNT1 MCOLN2 CMKLR1 WDR63 EPB41L4B TGFB1 HYDIN KIF17 CDH4 MPP1 SLAMF8 FOXC1 FN1 FGR SELPLG GJC1 IGSF9 PSG1 NR4A3 CORO1C VEGFC ATP1A2 DEPDC1B DNER SSH1 IFT122 EDNRB CCN1 CCL28 DNAL4 SUN2 IRS2 MEGF10 TMEM102 NRCAM KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET CD248 SRPX2 PLD1 HAS2 MYH3 CX3CL1 LAMA1 PKN3 RAPGEF2 SPOCK1 GDF7 ADAMTS12 MCAM FRMD5 NEDD9 THBD VSIR ADAMTS9 DOK4 SH3RF2 FAT1 OXSR1 ID1 PLD2 MMP28 TMEFF1 TBXA2R RAC2 F11R BMPER HDAC9 TSPAN11 NSMF KIF11 ENG VSTM2L DYNC2LI1 AJUBA DES MAP1B LMO4 AMOT ACE FGF7 GAP43 LPAR1 TRPV4 IL12A VAV3 ATP2A1 TNFSF12 PTPRM FNBP1L CDH1 FOXP1 SGK1 CD151 RASGRP1 PHLDB2 EDN1 PTPRF THY1 HMOX1 ACTB KIFC2 FMNL1 LRRC6 ITGBL1 NUP155 ITGB3 MDK FSCN1 CATSPER1 LAMA5 CD177 CLN3 NOG CARD10 VASP ZC3H12A APELA MBOAT7 GRB10 SEMA7A APBA1 MMP1 TMSB10 MYLK2 AMOTL2 CFL1 F3 DDIT4 NECTIN1 APOD GYPC SLC9B2 HDAC5 LTB4R2 LBP CAMK2B NEO1 ERBB3 RHOBTB3 SIX1 GDNF EGR2 ASPM ITGB4 KIF4A SEMA6B ITGB8 STARD13 SPRY2 SIX4 KIF20B ZSWIM5 LHX9 ING2 NOS1AP PLPP1 DDR2 TMSB15B PTPRC PDE4B CENPE MMP12 CD24 MYL6 NET1 SPARC THBS1 PAK4 EPHB1 KIF14 TGFBR3 ITGA5 MDGA1 WDR78 MYL2 SYNE2 DCDC2 KIF21B COL1A1 PLXND1 GPC1 EFNB3 MYADM DNAH2 IL1B RTN4 WASL KIF18B CSF1R CCSAP PIP5KL1 IGF1R LEP NDRG4 MYPN AGT S100A2 GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 DISC1 RHOD GRB14 LRATD1 GNRH1 MYO1E HCK SCARB1 BICD1 MYOCD FBLN1 RNF41 KCNE3 ALCAM PLXNA3 ACTR2 KPNB1 GLI2 RIPK3 KIF26B CAMK1D ANLN EMP2 CD200 SH3BP1 HMGB2 SRGAP3 NAV1 CABYR CTSH RARRES2 ATP1B1 KITLG CCDC39 EPPK1 ITGB1 PREX1 NRG1 INPP5B IL33 TPM3 ROBO3 ADGRA2 ENPEP MYL3 ADRA2A LYST MCC AGTR1 AUTS2 PRKG1 AGRN NOTCH1 SEMA3C HIF1A EPHA4 ARMC4 STARD9 RNF207 CSF1 BLOC1S1 FOXO3 SPTBN4 RECK RIPOR2 MEGF9 MAPRE2 DCN KIF22 HSD3B7 SPOCK3 RYR2 NRXN3 RRAS ROBO4 ACTN1 ECM1 FMN2 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 RACGAP1 POMK MYH10 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 SCN4B CYP7B1 SPTB MST1 LDLRAD4 ARHGDIB PKP2 EPHA2 PRCP AP1AR ADORA1 SCN2B CACNA2D1 DDX58 PTPRO DPYSL4 ATP2B4 SLC8B1 PECAM1 AMOTL1 NFASC SNAI1 CFAP69 TNFAIP3 CXCL8 KIF6 CXCL6 PF4V1 CXCL1 SFPQ PF4 CXCL5 CXCL3 KIF23 MESP1 LDB2 SEMA6C CXCL2 SMURF2 ARSB NR4A2 ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E ADGRL3 TRIM58 C5 DLG1 TTLL6 FUZ DNAH7 NTN1 JMY JAG1 FOXC2 ROBO2 APOA1 NTN4 KIF21A BAMBI IL12B CCDC88A EFNA4 EFNA3 EFNA1 KRT16 STRIP2 LIMA1 ADIPOQ SLC7A5 IL6 WDR34 FYN ASTN1 NPHP4 NRP1 IL27RA LRP1 IDH2 PLXNA2 NKD1 DCLK1 LRRK2 LAMB3 PLEKHG5 TIE1 DIXDC1 PRKCA WNT3 ABL2 PDGFRA BCL6 KIF15 BMP4 TUBB3 PARP9 NTF3 KCND3 MITF JAK2 NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 SCN1A OLR1 ACVR1C JUP CITED2 CDH2 COL3A1 EPHA5 OSGIN1 PROX1 DOK5 CNIH2 PODN PTK2B PIK3R3 SEMA5B BTC APOE SGCD TRPM4 AKAP12 CD9 FLCN TTLL1 KIF27 TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK P2RY1 RAP2B ZNF703 ARHGEF2 GATA2 ACAP3 LAMC2 LMNA EPHA3 ERBB4 TGFB1I1 DNAH14 EPHB3 SRGAP1 VAV2 HAS1 CORO1A ENAH ARPC5 CX3CR1 WDR66 COL5A1 FSCN2 NTRK2 LGALS3 BST1 KIF2C PTGS2 GJA5 HES1 MEF2C LRRC15 KCNJ8 DLGAP5
## 14696 ARHGAP11B MAP2K5 PARD6B ADAM19 CYFIP2 KDR PKP4 KIT CHST11 GFRA1 ACVR1 SMARCD3 CRABP2 SAMD14 NES CEBPB STAB2 TIMM8A IQGAP3 POSTN IGF1 NEK3 BGLAP SFRP4 HIST1H3H RGN MYL9 KIAA1217 FZD8 FAM20C TLX2 EN1 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR MINAR1 SOX6 SEMA3A NRG2 LAMA2 AFF2 RDH10 SIDT2 RIDA CCL2 SVIL SCIN TSKU RAB26 CRYGN PGF TAGLN NYAP1 CDK6 NFATC2 PENK CLOCK PDGFA PCNA AGER TYRO3 CLEC3B ALPK2 PCDH18 NR1D2 MSX2 PPP1R9A IL17D SLC7A11 TIMP4 TNFSF9 GCNT1 TNFAIP2 PDPN EZR DSP PLXNA4 RPS6KA5 PDGFRB PDLIM2 HOXA11 TGIF2 TIAM1 EFNA5 COL11A2 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B CTSB DAB2 NOTCH4 CNN2 RORA NINJ1 CTNS LOXL3 HELLS P2RX5 C3 GATA6 TRPC4 FGF10 PSMB8 HSPA1A VPS13A GPER1 PSMB9 ANK3 CDSN TPM1 ANKRD2 PKD1 COL13A1 SERINC5 SLIT2 FOXD1 JAK3 HSPG2 RELN ACTC1 MAP2K1 HCN1 SOCS1 NOLC1 CD44 CDX1 LAMB2 CCND1 ST8SIA4 OSR2 YWHAQ KAZN FOXI1 RNH1 TMEM178A NME5 SCARF1 CELSR3 HRH2 POC1A MOSPD3 HBEGF CEBPD EPM2A FLRT3 MACROD2 TCIRG1 ROR2 DNMT3B FGF18 SIX2 GPNMB ARRDC3 TENM2 MYH11 STON2 TERT IL7R ZNF358 HRAS ANGPTL4 HMX3 NFATC4 GRHL1 FZD5 NFKBID JCAD L3MBTL3 IER2 GPCPD1 DHCR7 NDE1 MICALL2 ETV1 RRM2B PRKDC PAK3 LEF1 RBM47 EGFR VCL SCN1B SPTBN5 TSPY2 RFLNB BATF LAMA4 TGFB3 MEF2B SDCBP BORCS8 ARSE LRRC4C SMTN CEMIP2 FZD7 HDAC11 MAFK MANF FLRT2 EMX2 PKM CNTF FZD4 TNFRSF11A CLASP2 NR1D1 THRA SCG2 WDR19 PMS2 APBB2 MAGED1 ERRFI1 TPBG MSTN CLMN CFLAR SH3GL3 IL1RAPL1 NR2F1 DHFR TRIB1 THRB JPH2 SALL2 CHRM2 CEBPA TRPM2 AKR1B1 NRP2 ACTA2 SREBF1 IGF2 DDR1 TREH BCL2 PHLDB1 SMPD1 RPS6KA2 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA PCSK2 MICALL1 LRP5 PSD ODC1 ENPP1 PIK3R1 PTN HIPK2 CCDC154 FNIP1 NIN SLC8A1 PGM3 TOX PRAG1 SLC5A3 SERPINE2 SLIT3 BFSP1 AIMP2 BGN EPAS1 TUBB2A HSPD1 GPM6B GREM1 CEBPG BDNF PRR7 GDA H2AFX HK2 SYNGR3 SAMHD1 PNP PFKFB3 VEGFB PKP3 FERMT1 RANBP3L SLC38A3 CCN2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 DNAH5 SWAP70 RIMS1 SERPINB5 BMP2 SBF2 LRFN5 RARB FOXO1 KLF10 NUDT1 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF GPR17 LIMS2 RAB3A ATP8B1 NUMBL FANCC RAP1GAP2 ITGA4 CREB3L2 ECE1 METRN NANOS1 VAMP5 LPCAT1 PKDCC SERPINF1 ANG RRM1 SLC1A3 MYC DEAF1 OSR1 EFEMP1 SERPINB7 TNFRSF12A TMEM204 PTGER4 KDM7A ITGA1 CHD7 RCAN1 ITGA2 SLC6A4 BZW2 CTSC IFNE TRIO SERPINE1 TFAP2A RANBP1 ENC1 MAP2 SEMA3B COL5A3 PLXNB1 RTN4RL1 RUNX3 DOCK10 ID4 STAT1 ASXL2 ADORA2A NAIP CYP26B1 SYF2 KLF2 PCDHA3 EXPH5 WDR62 LZTS3 ZEB2 WNT5B INPP5J EFNB2 E2F8 QARS PCDHAC2 DLX6 FANCD2 NRIP1 UCN SALL4 LIAS MAP1A ADM FRY KIF18A NFKBIA INHBA XRCC2 PPAT SMAD7 FOSL1 CSPG4 ADA GCNT2 DLX5 TTC7A AHR DAAM1 B2M DMD MXRA8 KIRREL3 ASAH1 DMRTA1 NXN TNFRSF19 BRCA2 UCHL1 TNFRSF1B MPV17 ANKH STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 BATF2 F2RL1 NRGN COL1A2 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 CYP19A1 LOX ASNS LFNG MAFF SYN1 PLOD3 ADAM10 RUNX1 VEGFA DLC1 CDNF FAM83D E2F2 RFX8 PSME4 ID3 LTF EGF HNMT PSPN COL12A1 FKBP1A COL4A4 TACC3 ANGPTL6 PTPRU MYORG VNN1 NPR3 BACE2 MYRF TGFBR2 ANXA1 HSPB7 SOX4 VLDLR FZR1 ADARB1 SHC3 SHROOM2 SLC1A2 DPF1 PPIB CDK5R1 ALX4 EVL NRG4 REC8 PCDHB3 ITFG2 PCDHB11 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 PCDHB14 PCDHB15 KIF5B VIT CACNA1C PIR SDC2 DAG1 LAMA3 HMG20B APOB MAP4K4 COL4A3 E2F5 TNS3 DNAAF4 COL10A1 JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 PLD4 RGCC FRZB LOXL2 TXLNG WDR35 SEMA4G BAG3 MYO1D RIMS2 ARNT2 HECW1 CYB5D2 VWA1 PCDH17 FHL3 PDLIM7 RSPO3 STK36 NEDD4L CDKL3 NTRK3 TCF7 AFDN SPINT2 NINJ2 RELT HLA-B UST DOCK11 MAMLD1 NOX4 IBSP ADGRG6 PUS7 SULF1 ISL2 ZC3H8 ANGPT1 GCNT4 HMGCL MYO15A GPR173 POFUT2 LOXL1 GPR157 CEND1 EXT1 PLAAT4 FZD1 RSPO2 DNMT1 WNT5A SPATA5 SPP1 PLAAT3 SFMBT1 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SLC4A5 SPRY1 HPSE NPAS1 DHRS3 MBD2 UBASH3B FGFRL1 SRGN CXCL12 ATOH8 CERT1 MATN3 GHR ZFP36 CLU TNFRSF11B NHS NKX3-1 MMP14 NUP93 STC1 SPTBN2 LDLR ACVRL1 CELSR1 MYOZ2 CD74 HIST1H3B TEK HMGCR PPARGC1A MYCL SOX9 PPL ACVR1B ITGA11 HDAC10 SIGLEC15 GPC4 AMIGO2 KCNAB1 BTN2A2 HS6ST1 MAL2 NAV2 CMTM8 FJX1 PCSK5 HMGB3 COL27A1 SELENOP NR4A1 KLF7 JAGN1 ZNF488 HFE SOX18 GPC3 CCN3 TTLL7 GAS6 NRN1 MFSD2A TMIE FGF1 TIPARP FBN1 KRT80 CHN1 PIK3CD ZFP36L2 WARS NNMT TPP1 CLMP CLSTN2 AGPAT5 COL18A1 ADRB2 ZBTB16 MAPT ELL3 RIF1 SLC25A27 PODXL POLM FAT4 TOP2A NDNF COL15A1 ILK INSIG1 APBB1 STMN1 NSD2 KRT86 KRT7 BCAS3 SEMA4B KRT81 FAP WNT2 ACKR3 KLF6 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 SLC4A7 HPGD LGALS9 ITGB2 MYH9 CDKL5 EBP ALPL AXL FOXN3 APPL2 XYLT1 INTU SH3TC2 ARID5B ACAN ETS2 AGO2 SCARA3 DNAJA3 IL1RL2 CHAC1 VCAM1 CKB ICAM1 PATZ1 KANK1 IL18R1 MMP19 CD1D IGFBP5 FLNA PTHLH KRT33B GDF11 GAB2 PCDH19 LRP8 PTX3 NPAS2 TMEM38B TSHZ1 FBXO5 LTBR HAPLN3 NTM MICAL2 ARHGAP26 ESCO2 ASPN TGFBR1 OMD KRT5 TCF21 EXTL1 EYA4 RXFP1 DMC1 TMEM98 LRRC17 S1PR1 BRIP1 VIM MALL SGPL1 TRNP1 FZD2 IFI16 ARHGAP33 PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 NFIA CRIM1 WDR36 EHD1 IL34 ADGRG1 SEMA5A SYBU PLK4 KRT4 CMKLR1 STIL FOXQ1 WNT3 MCOLN3 TSPY1 TGFB1 HYDIN TMEM91 CDH4 SH2B2 COL14A1 SLAMF8 PER2 KRT18 PTPN3 CTNNBIP1 HES6 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK C21orf91 HMGCS1 NR4A3 CORO1C THSD7A VEGFC CSGALNACT1 ISLR2 PEG10 TGFBI E2F1 PARP2 NPHP1 DNER DDAH1 PDLIM1 IFT122 EDNRB CCN1 BTBD8 RASSF2 NLGN2 AQP1 SUN2 IRS2 IRF2BPL COL6A3 DPF3 PAX9 MEGF10 PRICKLE1 SIK1 GLDN COL9A2 VDR PRICKLE2 LARGE1 FGF11 ACACB ANTXR1 CALM1 COL11A1 ADAMTS7 NRCAM KLF4 MMRN2 TNS2 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 MSC JUNB PLCB1 ASB1 PARD6A TRPC6 STK40 HHIP HIF3A CAPN1 MET CD248 SRPX2 CAPRIN2 ARNTL HAS2 TLE2 MYH3 EGR1 CX3CL1 LAMA1 KMT2D C6 COL7A1 STRA6 CCNA2 USP1 RAPGEF2 ALDH1A3 ITPKA ABAT SPOCK1 GDF7 ROR1 ADAMTS6 ADAMTS12 MCAM FST NOX5 HOXD9 HOXD4 TEAD2 HIST1H3E CBL HOXD1 COL4A2 ZHX2 VSIR HIST1H4H COL4A1 ADAMTS9 FHL1 DOK4 FAT1 TGM1 LRP2 ID1 CDKN1C FAM210B TMEFF1 TBXA2R RAC2 IL7 BMPER HDAC9 MUSK NSMF COL6A1 ENG VSTM2L HSPA9 DNAJB9 MAP1B FARP2 BCHE LMO4 KLHL3 SSTR1 HHEX AMOT RTKN2 ACE FGF7 BMP2K GAP43 PHLPP2 SIM1 LPAR1 EZH2 TRPV4 ANXA6 TNFSF10 IL12A RSAD2 TMOD2 VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 GABRB1 STMN2 MTERF4 C1QTNF5 PRDM1 S1PR5 BCL2L1 CAVIN4 FSTL3 CDH1 NPY1R NCAM2 RGS2 MMD LSAMP PRDM6 FOXP1 LZTS1 PLS3 ZFP36L1 DYRK1B SGK1 TMEM100 MYH15 ESM1 AKR1C3 OBSL1 RBP1 FURIN INHA RASGRP1 PHLDB2 EDN1 HEY1 AK4 PTPRF CNGB1 THY1 HMOX1 EPOP TLR4 ECT2 NPAS4 ACTB CYP26A1 GJB2 LRRC6 FGF14 CSF2 CDKN2C ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 CHKB AKAP6 ADAMTS4 SPEG PLP1 MFNG LRRN3 HIP1R HOXC13 IMMP2L LAMA5 PRL ZMIZ1 HOXC11 NCOA3 HOXC4 NOG TPD52 CARD10 FGL2 SULF2 VASP SLC20A1 ZC3H12A APELA MBOAT7 GRB10 KDELR1 SEMA7A APBA1 MFAP5 CALM3 BRINP1 MYLK2 MAFB NLN FOXS1 CEP120 AMOTL2 CFL1 F3 DDIT4 NECTIN1 APOD SLC9B2 HDAC5 CAMK2B KRTAP1-5 PPARGC1B NEO1 ERBB3 RHOBTB3 HIVEP3 LAG3 SIX1 GDNF EGR2 ADAMTS2 KCNK3 ASPM ITGB4 ROGDI PAPSS2 SEMA6B BRCA1 LEPR ID2 ADAM22 MKNK2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 TBL1XR1 PRTG LDHA KIF20B ZSWIM5 LHX9 NFE2 CEP55 ING2 RTN4RL2 SLITRK1 UHMK1 RBP4 MAOB DDR2 SERPINI1 PTPRC CRIP2 DBP ACVR2B BCL2L11 CD38 CHRDL1 CD24 EFHC2 MYL6 SPARC THBS1 HSD17B7 NGEF PAK4 RGS4 SNORC ZNF219 DACT3 SLITRK6 NDRG2 EPHB1 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A SLC17A7 WDR78 SPTLC2 MYL2 APLN MTSS1 PBX1 LRIG1 SYNE2 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 SOX5 ATP5IF1 DHRS2 FGF5 GRIN2A BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 AARD C1QL1 LRRC4 GNAO1 KRT10 INHBB PLCD3 ADGRB2 NOTCH2NLC IL11 PTGIS TMEM107 RFLNA LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT S100A4 ALDH5A1 BLNK MGMT GPLD1 KDM6B COLQ CD4 RPS6KA1 B4GALT5 MMP24 FLT3LG HES4 ZNF804A PBLD HNRNPAB FGF2 STAT5A DHCR24 CHSY1 DISC1 RBM20 TENM4 SARS GNRH1 CAMK4 HIST2H4A HIST2H4B CCNB2 HLA-DRB1 MYO1E BHLHE40 MSH2 GNB4 SOCS3 RAMP1 CELSR2 MOSMO MYOCD CNR1 RNF41 ALCAM PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D ANLN EMP2 CPE NOTCH3 NRBP2 AACS ETV7 ZFHX3 TBX19 NEDD4 WLS PCSK9 HMGB2 SAP30 POPDC2 NAV1 CTSH ZIC4 SCN2A FLNB RARRES2 SMAD6 ZIC1 SMOC1 PALM KITLG CCDC39 WNT7B MEIS1 PRKCH DUSP6 MSLN EBF2 ITGB1 IRF1 PREX1 CC2D2A ATP2B1 MTF1 PLCE1 KLF15 MKX NRG1 SCRG1 IL33 EPOR SHANK1 ROBO3 PTH1R CTF1 LTBP3 ELN FGFR2 ADGRA2 SYPL2 TFRC ENPEP MYL3 AMIGO1 AGTR1 AUTS2 NID1 PDLIM3 BNIP3 PRKG1 ARRB1 TMEM131L DKK1 LRP4 LBH AGRN NOTCH1 SEMA3C UGCG OAS2 EXOSC6 APOLD1 HIF1A RCN3 EPHA4 AARS EGFL7 ARHGAP22 VCY1B ITGA7 SYT2 ITSN1 TSPAN12 GAA THBS2 LGR5 LGALS1 RNF207 CSF1 BLOC1S1 TTPA MYOM1 INSIG2 TIMELESS COL8A1 FOXO3 GMNN TLR2 SPTBN4 RECK PRDX1 RIPOR2 APCDD1 KBTBD8 MEGF9 SCX LUM IFRD1 DCN TRIOBP RYR2 ATF4 NRXN3 PLEKHA4 CD109 TIMP2 RRAS ROBO4 P3H1 SATB1 CHRM3 NRROS ACTN1 ECM1 WASF3 RNF157 HIST4H4 HERC6 ITM2C CTH PTPRJ HOXA7 HOXA4 ITGAV POLQ EIF4EBP1 CCN4 MGP FOXN2 SFRP2 TLE3 ALX3 RACGAP1 POMK CREB3L1 MYH10 DCHS2 IL6R CNTN3 EXO1 ANKRD1 PDGFD FRYL SOCS2 NASP NUPR1 SLC6A17 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP INSC RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 CTSK DGKG CRLF1 LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 PKP2 EPHA2 CALCRL PRCP ADORA1 SCN2B ZBTB18 NEGR1 ARHGEF19 KRTAP2-2 FASN GLI1 TYMS WWOX CHI3L1 PRRC2C PTPRO MAF DDIT3 IFNGR1 DPYSL4 BTG2 PRELP PROK1 TLE1 ATP2B4 PCK2 PECAM1 AMOTL1 G6PD ZNF423 NFASC SNAI1 SEZ6L2 TNFAIP3 ERCC6 CXCL8 CDH11 KIF26B CXCL1 PF4 SLC2A1 ATAD5 POLE PCLO KRT34 ADAM12 NCS1 GPRC5B ARHGAP24 TNFSF4 MESP1 LDB2 ETNK2 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 TBX3 ZSWIM4 HSPA5 ANPEP MAGI2 NAGLU DAAM2 ASS1 PTPN22 CRYGS SEMA3E ADGRL3 TRIM58 GDPD5 RAB29 VCAN GYS1 CCNF KRT32 DLG1 RAB7B GNPNAT1 FUZ NPTX1 NTN1 SORBS2 TTC9 CD83 NPY2R CSTA DLX2 JAG1 PRPS1 DYRK3 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HAPLN1 KRT15 MELK HOMER1 BAMBI CACYBP KRT19 KRT9 KRT14 IL12B SLC10A7 CCDC88A NREP SERPINH1 EFNA4 EFNA3 EFNA1 KRT16 EVI2B ADIPOQ BTBD3 FANCA MYLIP PAPPA2 IL6 CIT FOXP2 FYN BAIAP2 UGT1A1 ASTN1 ABCA2 GSN RGS9 NPHP4 MAP6 NRP1 ALDH3A2 ATP7B ABCD2 IL27RA LRP1 SAT1 BCL3 ATXN1 NCAPG2 CRYAB HMGA2 IDH2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 RBM24 TCF4 LAMB3 SAPCD2 TIE1 HSD11B1 EDNRA DIXDC1 WDR77 THBS3 ISM1 PRKCA AZI2 IRF6 POU2F2 SIPA1L1 FANCG ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CDO1 ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 HSD17B2 E2F7 TLR3 TUBB3 EPGN NTF3 DGAT2 MITF PIM1 JAK2 SNCA CPAMD8 PRLR ADGRL1 NAV3 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 IGSF10 ALOX15B BHLHE41 CD160 ATF3 PIAS3 ABLIM1 BATF3 TSPAN2 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 GIP LRIG3 CITED2 TUFT1 CDH2 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 AREG PROX1 DOK5 MCM2 PTK2B CENPF PIK3R3 B4GALT2 KCNK2 IGSF3 SEMA5B APOE TACC2 SGCD CEMP1 TRPM4 TCIM ALOXE3 SYNJ2 MYB ZNRF3 CD9 FLCN KIF27 COL5A2 HES7 KREMEN1 IL18 TGFB2 ITGA6 TXNIP PAFAH1B3 CLDN1 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 FLG HRNR CD274 SFRP1 NOTCH2NLA P2RX4 DCLK2 IL1RAP HLX DUSP10 MYLK RELB P2RY1 SLC40A1 TBX15 ZNF703 LIN7A FAM20A TRAPPC9 RRS1 SPRR2D ARHGEF2 GATA2 ACAP3 WNK4 ANKRD11 LAMC2 LMNA EPHA3 TRIM16 ERBB4 PHGDH CBFB TGFB1I1 EPHB3 AP2M1 VAV2 LBR CSRNP1 ENAH XIRP1 NTNG2 ARPC5 PSMD2 CX3CR1 ORAI1 ULK2 CAT HSF4 ANXA2 COPRS PARP1 ITPKB DRP2 MME KALRN FHOD3 COL5A1 ESR1 FSCN2 NTRK2 LGALS3 SCN8A WNT9A ATP2C2 PTGS2 GJA5 HES1 MEF2C KCNJ8 PDLIM5 RGMA PTCH2 HEG1 DLX3 POPDC3
## 11039 C5orf30 MAP2K5 PARD6B KDR KIT ACVR1 POSTN IGF1 RGN DUOX1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 PGF CDK6 PDGFA AGER CCL26 PDPN PLXNA4 TMSB4X TNFSF14 PDGFRB TIAM1 SHTN1 DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 RELN ARHGAP18 CARMIL1 HBEGF ROR2 PLAU FGF18 GPNMB ARRDC3 TERT HRAS GTPBP4 JCAD PAK3 LEF1 EGFR CCL5 VCL MIF LAMA4 SDCBP FLRT2 FERMT3 CLASP2 SCG2 MSTN PRKCE TRIB1 JAM2 VTN NRP2 BCL2 PLXNB3 SOD2 RHOA PIK3R1 PTN SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 TP53INP1 GREM1 VEGFB TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 ELANE SERPINF1 MAP2K3 TNFRSF14 FAM107A TACR1 PTGER4 ITGA2 SERPINE1 SEMA3B F2R PLXNB1 DOCK10 ADORA2A MCTP1 WNT5B EFNB2 SMAD7 ADA GCNT2 STX3 F2RL1 VASH1 HSPB1 DAPK2 CYP19A1 SPATA13 ADAM10 VEGFA DLC1 MGAT5 STK26 EGF ACTN4 RND3 PTPRU BST2 TGFBR2 ANXA1 ADARB1 EVL NRG4 TNFAIP6 P2RY6 DAG1 LAMA3 MAP4K4 RGCC SEMA4G GPI NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 CEMIP ANGPT1 TCAF1 GPR173 WNT5A ADAMTS1 CXCL12 ATOH8 MMP14 STC1 DUSP3 ACVRL1 CD74 TEK PPARGC1A SOX9 ACVR1B LGMN TMSB15A CCN3 GAS6 FGF1 PIK3CD IL16 COL18A1 PODXL SSH2 ILK BCAS3 SEMA4B ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 IL1R1 APPL2 AGO2 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA FBXO5 IGFBP3 TGFBR1 CYGB S1PR1 SINHCAF CCL20 PRKD1 CYP1B1 SSX2IP ADGRG1 SEMA5A CMKLR1 EPB41L4B TGFB1 MPP1 SLAMF8 FN1 FGR NR4A3 CORO1C VEGFC SSH1 CCN1 CCL28 SUN2 IRS2 TMEM102 KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET SRPX2 HAS2 CX3CL1 LAMA1 RAPGEF2 MCAM FRMD5 NEDD9 VSIR ADAMTS9 SH3RF2 OXSR1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA LMO4 AMOT ACE FGF7 LPAR1 TRPV4 IL12A PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 THY1 HMOX1 ITGB3 MDK CATSPER1 LAMA5 PC NOG TRIM25 CARD10 ZC3H12A APELA SEMA7A TMSB10 AMOTL2 F3 APOD HDAC5 LBP CAMK2B ERBB3 SEMA6B STARD13 SPRY2 KIF20B ZSWIM5 DDR2 TMSB15B PTPRC SPARC THBS1 TRIM13 KIF14 ITGA5 SYNE2 COL1A1 PLXND1 MYADM IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R NDRG4 AGT GPLD1 DOCK4 PBLD FGF2 STAT5A DOCK5 RHOD GNRH1 SCARB1 MYOCD FBLN1 RNF41 PLXNA3 RIPK3 CAMK1D EMP2 CD200 SH3BP1 SRGAP3 CTSH RARRES2 KITLG EPPK1 ITGB1 PREX1 NRG1 IL33 ADGRA2 ADRA2A MCC PRKG1 NOTCH1 SEMA3C HIF1A CSF1 FOXO3 RECK RIPOR2 MAPRE2 DCN SPOCK3 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 MST1 LDLRAD4 ARHGDIB EPHA2 PRCP AP1AR ADORA1 DDX58 PTPRO SLC8B1 PECAM1 AMOTL1 SNAI1 CFAP69 CXCL8 LDB2 SEMA6C SMURF2 ARSB ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E C5 FUZ NTN1 JAG1 FOXC2 ROBO2 EFNA1 KRT16 ADIPOQ IL6 NRP1 IL27RA MID2 LRP1 IDH2 PLXNA2 NKD1 LRRK2 TIE1 PRKCA WNT3 ABL2 PDGFRA BMP4 NTF3 MITF JAK2 SNCA NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 ACVR1C JUP CITED2 COL3A1 OSGIN1 PROX1 PODN PTK2B PIK3R3 BTC APOE AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK RAP2B ZNF703 ARHGEF2 GATA2 LAMC2 LMNA ERBB4 SRGAP1 HAS1 CORO1A CX3CR1 LGALS3 BST1 PTGS2 MEF2C LRRC15
## 7320 ADAMTS13 MAP2K5 ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT PEAR1 ACVR1 CEBPB STAB2 POSTN IGF1 BGLAP CGREF1 MYL9 HLA-E FLRT1 B4GALT1 LAMA2 CCL2 CDK6 CDH6 AGER TYRO3 PAG1 PCDH18 CCN6 SLC7A11 TNFSF9 GCNT1 PDPN CD70 EZR DSP PLXNA4 PARD3B TNFSF14 TIAM1 EFNA5 ROM1 BMP6 ACER2 NINJ1 LOXL3 PLEKHA7 ANK3 CDSN TPM1 CD99 PKD1 COL13A1 JAK3 RELN SOCS1 CD44 LAMB2 SCARF1 CELSR3 ARVCF FLRT3 PLAU GPNMB TENM2 EPHB6 IL7R WASHC2C CNTNAP3 GTPBP4 NFKBID JCAD MICALL2 PAK3 LEF1 EGFR CCL5 VCL SCN1B LAMA4 LRRC4C CDH24 HLA-DRB1 FZD7 LPXN FLRT2 FZD4 FERMT3 CLASP2 IL32 TPBG PRKCE IL1RAPL1 JAM2 VTN NRP2 HLA-A IGF2 DDR1 BCL2 MAP3K8 PLXNB3 RHOA TECTA PIK3R1 PTN CLDN23 SERPINE2 HSPD1 GPM6B GREM1 PDZD2 PNP TNXB PKP3 FERMT1 COL17A1 CCN2 FMN1 LIMCH1 DUSP1 SWAP70 BMP2 HSPH1 LRFN5 TRPM7 APBB1IP LIMS2 ITGA4 TNFRSF14 FAM107A TNFRSF12A CYTH3 ITGA1 ITGA2 SERPINE1 COL5A3 PLXNB1 RUNX3 FXYD5 ADORA2A PCDHA3 PCDHA12 EFNB2 PCDHAC2 SMAD7 FBLN2 ADA GCNT2 DMD MXRA8 KIRREL3 STX3 HSPB1 CCN5 ADAM10 RUNX1 VEGFA DLC1 ESAM LTF ACTN4 RND3 C2CD4B COL12A1 PTPRU VNN1 TGFBR2 ELANE ANXA1 CLDN15 STXBP6 CDH7 CDK5R1 PCDHB3 PCDHB11 PCDHB7 PCDHB12 PCDHB10 PCDHB16 PCDHB14 TNFAIP6 PCDHB15 VIT DAG1 LAMA3 MAP4K4 COL4A3 PLA2G2A FBLN7 SPARCL1 RGCC LOXL2 DLG2 PCDH17 MFAP4 AFDN SPINT2 PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 PCDHGB1 PCDHGA12 NINJ2 COL28A1 PCDHGA2 PCDHGA1 MYO10 PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 PCDHGA9 PCDHGA11 PCDHGB2 IBSP ZC3H8 ANGPT1 CNTNAP3B WNT5A SPP1 ITGA8 PALLD HPSE UBASH3B FGFRL1 CXCL12 IL20RB CDH18 MMP14 DUSP3 ACVRL1 CELSR1 CD74 TEK SOX9 ITGA11 ARHGAP6 GPC4 AMIGO2 IGFBP7 BTN2A2 DPP4 HFE CCN3 TMEM8B GAS6 ADAMDEC1 FBN1 CLSTN2 COL18A1 ZBTB16 SIRPA PODXL FAT4 NDNF SPON2 COL15A1 ILK CORO2B BCAS3 FAP ACKR3 COL4A6 MBP COL8A2 LAMB1 LGALS9 ITGB2 MYH9 AXL ACAN ICAM4 DNAJA3 IL1RL2 VCAM1 NUAK1 ICAM1 IGFBP2 KANK1 PDE5A DOCK8 CD1D FLNA PCDH19 HAPLN3 NTM OMD ECM2 S1PR1 ICAM5 SAA1 MFGE8 CYP1B1 SSX2IP ICAM3 CADM3 ADGRG1 SEMA5A EPB41L4B TGFB1 CDH4 COL14A1 VMP1 KRT18 FN1 TNC SELPLG IGSF9 CDH10 NR4A3 CORO1C TGFBI ISLR NPHP1 PDLIM1 PRNP CCN1 CCL28 NLGN2 COL6A3 MEGF10 GLDN TMEM102 ANTXR1 NRCAM KLF4 EPB41L5 RHOB CAV1 TENM3 FBLN5 ITGB3BP KLRK1 SRPX2 SLAMF1 BAIAP2L1 ABI3BP HAS2 CX3CL1 LAMA1 COL7A1 CLCA2 ABAT SPOCK1 SLAMF7 ADAMTS12 MCAM TINAGL1 FRMD5 NEDD9 SVEP1 VSIR ADAMTS9 FAT1 ID1 RAC2 COL16A1 F11R IL7 COL6A1 ENG VSTM2L AJUBA FARP2 THEMIS2 TRPV4 IL12A VAV3 CDH3 PTPRM SNED1 CTNNAL1 FSTL3 CDH1 NCAM2 LSAMP ZFP36L1 CD151 RASGRP1 PHLDB2 PTPRF THY1 ACTB ITGBL1 COL6A2 ITGB3 MDK APLP1 GBP1 LAMA5 ZMIZ1 CD177 CERCAM FGL2 ZC3H12A APBA1 NECTIN1 APOD MAGI1 PELI1 NEO1 ERBB3 CDC42EP1 LAG3 NID2 ITGB4 ADAM22 ITGB8 TRIM29 ENTPD1 TROAP SLITRK1 DDR2 CNN3 SERPINI1 PTPRC NFAT5 SRPX MMP12 BCL2L11 CD24 THBS1 PAK4 EPHB1 KIF14 ITGA5 MDGA1 MTSS1 COL1A1 PLXND1 EFNB3 MYADM NFKBIZ IL1B LRRC4 INHBB LEP MYPN TNFRSF13C EBI3 TESK2 CD4 MMP24 DISC1 RHOD TENM4 GNRH1 HCK SCARB1 CELSR2 FBLN1 ALCAM PLXNA3 GLI2 CSRP1 EMP2 CD200 ZFHX3 DPT SMAD6 ATP1B1 KITLG WNT7B MSLN LMO7 ITGB1 IRF1 PREX1 ROBO3 TFRC AMIGO1 NID1 PRKG1 TMEM131L CCDC80 NOTCH1 EPHA4 EGFL7 ITGA7 THBS2 LGALS1 CSF1 COL8A1 RIPOR2 MEGF9 NRXN3 PCDH10 ROBO4 ACTN1 MYL12A PTPRJ HOXA7 ITGAV CCN4 SFRP2 CLDN11 MYH10 MELTF DCHS2 CNTN3 CADM1 SORBS1 EMILIN1 RGMB LIMS1 ARHGDIB PKP2 EPHA2 AP1AR NEGR1 CDH8 PTPRO FAT3 C1QTNF1 PECAM1 NFASC CXCL8 CDH11 KIF26B ADAM12 TNFSF4 NLRP3 ASS1 PTPN22 SEMA3E ADGRL3 GRAP2 VCAN DLG1 NTN1 MPZL3 CD83 NPY2R CSTA JAG1 FOXC2 ROBO2 APOA1 NTN4 HAPLN1 CLDN7 IL12B PVR EFNA1 ADIPOQ IL6 FYN BAIAP2 ASTN1 MUC1 GSN EDIL3 NPHP4 NRP1 LRP1 PLXNA2 LAMB3 THBS3 PRKCA ABL2 PDGFRA BCL6 NOD2 COMP BMP4 PCDH9 JAK2 BCAM ADGRL1 RASA1 CYTIP CDH13 CNTNAP1 SSPN PIEZO1 CD160 OLR1 JUP ITGA10 SORBS3 CITED2 CDH2 IDO1 COL3A1 PPP1R12A PTK2B MYB CD9 FLCN IL18 TGFB2 ITGA6 PYCARD CLDN1 CLDN16 NEXN S100A10 PDCD1LG2 CD274 SFRP1 IL1RAP HLX DUSP10 RAP2B ZNF703 LAMC2 EPHA3 CBFB TGFB1I1 EPHB3 HAS1 CORO1A NTNG2 CX3CR1 ANXA2 ITPKB PPFIBP1 COL5A1 ACTG1 HMCN1 LGALS3 BST1 HES1 LRRC15 PDLIM5
## 8702 SCG5 KCNG1 BYSL C5orf30 MAP2K5 HLA-F PARD6B LRRC32 KDR KIT C2 ACVR1 CEBPB POSTN IGF1 BARD1 SFRP4 RGN DUOX1 HIP1 PLCB2 KCNIP3 HLA-E CALR IL15RA SEMA3A NRG2 LAMA2 SIDT2 CCL2 SCIN CCL7 RAB26 PGF TLR1 CDK6 TLR6 CLOCK PDGFA AGER CCL26 C1QTNF2 ROS1 PPP1R9A SLC7A11 FABP5 PDPN EZR SPIDR DSP PLXNA4 TMSB4X NUP153 TNFSF14 AP003071.5 PDGFRB KCNS2 TIAM1 EFNA5 PINX1 BMP6 SHANK2 LGR4 SHTN1 DAB2 CNN2 GPSM3 TRIB3 TAX1BP3 PRR5L P2RX5 C3 FGF10 HSPA1A GPER1 TRDN PFKL ANK3 TPM1 CD99 DNAJA4 SLIT2 RELN MAP2K1 ARHGAP18 CARMIL1 HCN1 SOCS1 NOLC1 SLC26A6 EHD3 YWHAQ HOMER2 CELSR3 HBEGF EPM2A TCIRG1 KCNB1 ROR2 PLAU PXK FGF18 GPNMB STON2 TERT HRAS GTPBP4 NKAIN2 FZD5 KCNK6 CHCHD10 JCAD IBTK MICALL2 PAK3 LEF1 EGFR CCL5 VCL SCN1B KCNE4 EHD4 MIF LAMA4 PTP4A3 TGFB3 SDCBP MYRIP HLA-DRB1 WWC1 ITPR3 FLRT2 FERMT3 PRKAG2 TNFRSF11A CLASP2 NR1D1 STX1A PLCD4 ABCA7 NMU IL17RC RAB9A MAGED1 MSTN RAB11FIP2 SH3GL3 KCNS3 PRKCE IL1RAPL1 TRIB1 KCND1 AL121845.2 JPH2 JAM2 KCNMB1 CHRM2 TMEM37 VTN TRPM2 NRP2 SREBF1 BCL2 EPHB2 MRAP PLXNB3 SOD2 RHOA LRP5 HTR1B PLA2R1 ENPP1 PIK3R1 PTN SLC25A6 NLRP10 PCNT SLC8A1 CEP72 PRAG1 ARHGEF39 IFITM1 C4A SERPINE2 DGKI LMAN1 TP53INP1 GPM6B CCNE2 GREM1 BDNF IFI27 HK2 SYNGR3 VEGFB FERMT1 SLC38A3 TUBB2B CCBE1 LIMCH1 DUSP1 PNKD EIF2AK3 GNAI2 SWAP70 SPAG5 TMEM14A RIMS1 BMP2 RHOQ PMAIP1 PLK2 YWHAH CLIP3 DRD4 GAS1 LIF RAB3A ITGA4 BDKRB1 VAMP8 SYT15 PKDCC SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A C2CD2L RSC1A1 C4B RSL1D1 TACR1 KCNMA1 OSR1 DAPK1 PTGER4 CHD7 ITGA2 SLC6A4 ITPR1 SERPINE1 SAR1A LYPD1 MAP2 SEMA3B F2R TSPAN13 PLXNB1 DOCK10 CLIC6 FXYD5 ADORA2A DENND10 EXPH5 MEST MCTP1 WNT5B EFNB2 UCN MAP1A NFKBIA INHBA GNL3 SMAD7 PKIG ADA GCNT2 TRPV3 B2M DMD SNTA1 TNFRSF1B STX3 ANK2 PTCH1 REM1 F2RL1 VASH1 HSPB1 CDK1 TBC1D1 STC2 DAPK2 PLA2G6 CAPN3 CYP19A1 KCNK15 SPATA13 RIMS4 SYN1 ADAM10 VEGFA DLC1 MGAT5 KCNA4 STK26 EGF ACTN4 RND3 GSDMD ALKBH7 FKBP1A PTPRU BST2 TGFBR2 ELANE ANXA1 OR51E2 SOX4 ADARB1 STXBP6 SLC1A2 CDK5R1 EVL NMB CTSD NRG4 WRAP53 TNFAIP6 KIF5B P2RY6 CACNA1C DAG1 LAMA3 PLCL1 APOB IGBP1 MAP4K4 RGCC DLG2 SEMA4G BAG3 RIMS2 HECW1 GPI KCNJ15 PCDH17 DNM1 MCU SEC24A NEDD4L NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 CDCA5 NOX4 SULF1 CNPY4 SLC26A4 CEMIP ANGPT1 MYO18A ABCA1 TCAF1 GPR173 POFUT2 XPO1 WNT5A OPRL1 SPP1 GPR35 SEPTIN4 PKD2 ADAMTS1 UBASH3B PRKAA2 SRGN CXCL12 ATOH8 ARHGEF5 SLC25A23 ZFP36 CLU MAP2K6 NKX3-1 MMP14 STC1 SYT8 DUSP3 ACVRL1 KCNJ2 ERFE SCN7A CD74 TEK HMGCR PPARGC1A SOX9 ACVR1B ARHGEF16 GPC4 RAB27B KCNAB1 TFDP1 IL1R2 SYT7 BTN2A2 GPD1L DPP4 GRASP KLF7 LGMN JAGN1 HFE CLIC5 GPC3 POLR1A TMSB15A CCN3 GAS6 NRN1 FGF1 DYNC1H1 HSPA8 BBC3 PIK3CD ICA1 IL16 COL18A1 ADRB2 MAPT ORM1 SIRPA ORM2 SLC25A27 PODXL SSH2 ILK INSIG1 APBB1 STMN1 CORO2B NSD2 BCAS3 SEMA4B ACKR3 FKBP1B DZIP1L JUN ENPP2 SPHK1 MBP C5AR1 LAMB1 C5AR2 NR1H3 LGALS9 ITGB2 IL1R1 AXL APPL2 PDE4D SH3TC2 AGO2 DKC1 ICAM1 STAC2 PLCB3 CACNA2D2 IL1RL1 KANK1 DIAPH1 DOCK8 IGFBP5 LDLRAP1 FLNA GAB2 PTX3 TMEM38B FBXO5 RHBDF2 IGFBP3 TGFBR1 CYGB BEST1 TMEM98 S1PR1 RANGAP1 CRY1 PINK1 SINHCAF SAA1 CCL20 PRKD1 SDC1 MFGE8 CYP1B1 MRAP2 SNCAIP SSX2IP EHD1 TP53INP2 ADGRG1 SEMA5A GRIN3B SYBU MCOLN2 CMKLR1 MX2 VAMP1 TSLP MCOLN3 EPB41L4B GABRE TGFB1 CRP MPP1 SLAMF8 PER2 ISCU PTPN3 FN1 FGR KCNQ5 NR4A3 CORO1C ABLIM3 VEGFC PID1 E2F1 ATP1A2 SSH1 CACNB3 EDNRB PRNP REEP1 CCN1 CCL28 NLGN2 AQP1 SUN2 IRS2 CBARP SIK1 AHNAK TMEM102 CD14 ADCY8 ACACB FABP3 CALM1 KLF4 MMRN2 EPB41L5 RHOB CAV1 ADRA2C TRPA1 PLCB1 ARL6IP1 REEP2 EFCAB7 CXCL16 PARD6A LPL TRPC6 KLRK1 TXN CAPN1 MET SRPX2 CENPQ PLD1 WDR54 ARNTL HAS2 CX3CL1 LAMA1 RAPGEF2 ABAT MCAM NOX5 CBL FRMD5 NEDD9 CRACR2B KCNJ6 VSIR ADAMTS9 FHL1 SH3RF2 BANK1 OXSR1 PKIA RASL10B CCNE1 MMP28 TBXA2R RAC2 BMPER HDAC9 NSMF ENG AJUBA MAP1B LMO4 AMOT ACE FGF7 BMP2K LPAR1 NALCN TRPV4 GCLC ANXA6 IL12A RSAD2 HTR2C ATP2A1 CDH3 PTPRM KCNQ3 BCL2L1 TF NAF1 CDH1 RGS2 MMD RIMS3 AC091959.3 FOXP1 RAB20 ZFP36L1 SGK1 CD151 PLS1 INHA RASGRP1 PHLDB2 EDN1 RTN2 THY1 HMOX1 TLR4 ECT2 BORA ACTB FGF14 TRPC3 ABCB1 ITGB3 MDK AKAP6 CATSPER1 HIP1R GBP1 LAMA5 PRL CD177 NOG CARD10 PLCB4 MMP8 ZC3H12A APELA GRB10 SEMA7A APBA1 CALM3 ANKRD13A TMSB10 MYLK2 GAPDH CEP120 AMOTL2 F3 KCNJ14 MAP2K2 APOD SLC9B2 HDAC5 LBP CAMK2B CADPS2 AZIN2 ERBB3 GLRX DNAJC6 SIX1 GDNF PASK SEMA6B STARD13 SPRY2 GPSM2 LEPROT TRIM22 SIX4 HTR2A TRIM6 KIF20B PLK1 ZSWIM5 TRIM29 NOS1AP UHMK1 RBP4 MAOB DDR2 TMSB15B PTPRC PDE4B MMP12 CD38 HVCN1 SPARC THBS1 SGIP1 RGS4 CENPJ CRBN UNC13D KIF14 CORIN TGFBR3 OXTR ITGA5 SLC17A7 APLN SYNE2 COL1A1 PLXND1 GPC1 MYADM ATP5IF1 GRIN2A IFIH1 BOK IL1B RTN4 SESN2 WASL CSF1R GNAO1 PIM3 CCSAP PIP5KL1 INHBB PLCD3 IGF1R IL11 LEP NDRG4 KCNH7 AGT NDC80 MICAL1 GPLD1 CRY2 CD4 RAPGEF4 TBC1D4 DOCK4 SYT12 RAB3D PBLD FGF2 STAT5A DOCK5 SSC5D RHOD NETO2 GNRH1 RSPO1 BIRC5 HCK SCARB1 BICD1 MYOCD FBLN1 CNR1 RNF41 KCNE3 PRKG2 PLXNA3 CHRNA6 RIPK3 CAMK1D EMP2 CD200 SCN3A AACS NUP58 SH3BP1 NEDD4 WLS PCSK9 GSTM2 SRGAP3 CTSH RAB31 SCN2A RARRES2 ZIC1 TNK2 ATP1B1 KITLG CCDC39 EPPK1 PRKCH ITGB1 PREX1 ATP2B1 PLCE1 KLF15 NRG1 IL33 SHANK1 ADGRA2 GRIA1 ADRA2A KCND2 AMIGO1 MCC AGTR1 PRKG1 PANX2 ARRB1 DKK1 LRP4 NOTCH1 SEMA3C OAS2 HIF1A KCNN4 ARMC4 SYT2 ITSN1 CRACR2A PIP4P2 RNF207 CSF1 PROM2 MYOM1 AKAP5 HSPA2 FOXO3 TLR2 RAB11FIP1 SPTBN4 RECK USP36 RIPOR2 MAPRE2 DCN SPOCK3 RYR2 ATF4 NRXN3 GCC2 RRAS ROBO4 P3H1 ACTN1 ECM1 SVBP PTPRJ HOXA7 ITGAV VSNL1 CCN4 SFRP2 MYH10 IL6R KMO CAVIN1 CADM1 SORBS1 ANKRD1 PDGFD NUCB1 PRRT2 STAC PTGER3 GTSE1 TMEFF2 EMILIN1 KCNC4 SCN4B MST1 CTSS LDLRAD4 ARHGDIB PKP2 EPHA2 PRCP TPCN1 AP1AR ADORA1 SCN2B CACNA2D1 DDX58 PTPRO DDIT3 IFNGR1 ATP2B4 C1QTNF1 SLC8B1 PECAM1 AMOTL1 G6PD KCNAB3 SNAI1 CFAP69 TNFAIP3 CXCL8 STON1 SLC2A1 RAB3B STON1-GTF2A1L PCLO NCS1 PACSIN3 CLIC3 TNFSF4 LDB2 SEMA6C SMURF2 ARSB NLRP3 RAB15 ZSWIM4 HSPA5 MAGI2 ASIC1 GCSAML PTPN22 SEMA3E TRIM58 RAB29 C5 DLG1 TTLL6 FUZ ARL6IP5 NTN1 APOC3 NPY2R BNIP3L RASSF5 JAG1 FOXC2 APOA1 PFKFB2 HOMER1 C4BPB C4BPA CCDC88A CLTCL1 EFNA1 KRT16 EFHB ADIPOQ IL6 FYN ABCA2 GSN SQSTM1 RGS9 SEC16B NRP1 IL27RA LRP1 TMEM38A CRYAB IDH2 PLXNA2 NKD1 DCLK1 LRRK2 SAPCD2 TIE1 EDNRA PRKCA WNT3 C1QTNF12 ABL2 PDGFRA KLHL24 BCL6 CASP1 NOD2 KCNH1 BMP4 CYBA SIRT4 PACSIN2 PARP9 NTF3 KCND3 MITF DTX3L CTTNBP2NL JAK2 SNCA NAV3 EREG CDH13 ITPR2 IGSF10 ALOX15B PDZK1 SCP2 CD160 SCN9A BEX4 CARD16 SCN1A ACVR1C JUP CDT1 KMT2A SYT1 GIP CITED2 CDH2 CABP1 COL3A1 EPHA5 TP63 PLCD1 OSGIN1 PROX1 NECAB2 PPP1R12A CNIH2 PODN PTK2B PIK3R3 BTC APOC1 APOE TRPM4 MYB AKAP12 CD9 FLCN TGFB2 ITGA6 PYCARD EPRS CLDN1 P2RX7 PDGFC IL26 STOM GLUL NEXN CD274 SFRP1 P2RX4 DCLK2 IL1RAP DUSP10 RRAD MYLK P2RY1 PER1 RAP2B ZNF703 ARHGEF2 AAK1 GATA2 WNK4 LAMC2 LMNA EPHA3 TRIM16 ERBB4 AP2M1 SRGAP1 HAS1 CORO1A CX3CR1 ORAI1 ANXA2 PARP1 PSEN2 KALRN SEPTIN5 AC000093.1 LGALS3 BST1 SCN8A GEM ATP2C2 PTGS2 GJA5 MEF2C LRRC15 KCNJ8 SPX SEPTIN1 PLK3 TRIM17
## 2918 ADAMTS13 MAP2K5 ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT PEAR1 ACVR1 CEBPB STAB2 POSTN IGF1 BGLAP CGREF1 MYL9 HLA-E FLRT1 B4GALT1 LAMA2 CCL2 CDK6 CDH6 AGER TYRO3 PAG1 PCDH18 CCN6 SLC7A11 TNFSF9 GCNT1 PDPN CD70 EZR DSP PLXNA4 PARD3B TNFSF14 TIAM1 EFNA5 ROM1 BMP6 ACER2 NINJ1 LOXL3 PLEKHA7 ANK3 CDSN TPM1 CD99 PKD1 COL13A1 JAK3 RELN SOCS1 CD44 LAMB2 SCARF1 CELSR3 ARVCF FLRT3 PLAU GPNMB TENM2 EPHB6 IL7R WASHC2C CNTNAP3 GTPBP4 NFKBID JCAD MICALL2 PAK3 LEF1 EGFR CCL5 VCL SCN1B LAMA4 LRRC4C CDH24 HLA-DRB1 FZD7 LPXN FLRT2 FZD4 FERMT3 CLASP2 IL32 TPBG PRKCE IL1RAPL1 JAM2 VTN NRP2 HLA-A IGF2 DDR1 BCL2 MAP3K8 PLXNB3 RHOA TECTA PIK3R1 PTN CLDN23 SERPINE2 HSPD1 GPM6B GREM1 PDZD2 PNP TNXB PKP3 FERMT1 COL17A1 CCN2 FMN1 LIMCH1 DUSP1 SWAP70 BMP2 HSPH1 LRFN5 TRPM7 APBB1IP LIMS2 ITGA4 TNFRSF14 FAM107A TNFRSF12A CYTH3 ITGA1 ITGA2 SERPINE1 COL5A3 PLXNB1 RUNX3 FXYD5 ADORA2A PCDHA3 PCDHA12 EFNB2 PCDHAC2 SMAD7 FBLN2 ADA GCNT2 DMD MXRA8 KIRREL3 STX3 HSPB1 CCN5 ADAM10 RUNX1 VEGFA DLC1 ESAM ACTN4 RND3 C2CD4B COL12A1 PTPRU VNN1 TGFBR2 ELANE ANXA1 CLDN15 STXBP6 CDH7 CDK5R1 PCDHB3 PCDHB11 PCDHB7 PCDHB12 PCDHB10 PCDHB16 PCDHB14 TNFAIP6 PCDHB15 VIT DAG1 LAMA3 MAP4K4 COL4A3 PLA2G2A FBLN7 SPARCL1 RGCC LOXL2 DLG2 PCDH17 MFAP4 AFDN SPINT2 PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 PCDHGB1 PCDHGA12 NINJ2 COL28A1 PCDHGA2 PCDHGA1 MYO10 PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 PCDHGA9 PCDHGA11 PCDHGB2 IBSP ZC3H8 ANGPT1 CNTNAP3B WNT5A SPP1 ITGA8 PALLD HPSE UBASH3B FGFRL1 CXCL12 IL20RB CDH18 MMP14 DUSP3 ACVRL1 CELSR1 CD74 TEK SOX9 ITGA11 ARHGAP6 GPC4 AMIGO2 IGFBP7 BTN2A2 DPP4 HFE CCN3 TMEM8B GAS6 ADAMDEC1 FBN1 CLSTN2 COL18A1 ZBTB16 SIRPA PODXL FAT4 NDNF SPON2 COL15A1 ILK CORO2B BCAS3 FAP ACKR3 COL4A6 MBP COL8A2 LAMB1 LGALS9 ITGB2 MYH9 AXL ACAN ICAM4 DNAJA3 IL1RL2 VCAM1 NUAK1 ICAM1 IGFBP2 KANK1 PDE5A DOCK8 CD1D FLNA PCDH19 HAPLN3 NTM OMD ECM2 S1PR1 ICAM5 SAA1 MFGE8 CYP1B1 SSX2IP ICAM3 CADM3 ADGRG1 SEMA5A EPB41L4B TGFB1 CDH4 COL14A1 VMP1 KRT18 FN1 TNC SELPLG IGSF9 CDH10 NR4A3 CORO1C TGFBI ISLR NPHP1 PDLIM1 PRNP CCN1 CCL28 NLGN2 COL6A3 MEGF10 GLDN TMEM102 ANTXR1 NRCAM KLF4 EPB41L5 RHOB CAV1 TENM3 FBLN5 ITGB3BP KLRK1 SRPX2 SLAMF1 BAIAP2L1 ABI3BP HAS2 CX3CL1 LAMA1 COL7A1 CLCA2 ABAT SPOCK1 SLAMF7 ADAMTS12 MCAM TINAGL1 FRMD5 NEDD9 SVEP1 VSIR ADAMTS9 FAT1 ID1 RAC2 COL16A1 F11R IL7 COL6A1 ENG VSTM2L AJUBA FARP2 THEMIS2 TRPV4 IL12A VAV3 CDH3 PTPRM SNED1 CTNNAL1 FSTL3 CDH1 NCAM2 LSAMP ZFP36L1 CD151 RASGRP1 PHLDB2 PTPRF THY1 ACTB ITGBL1 COL6A2 ITGB3 MDK APLP1 GBP1 LAMA5 ZMIZ1 CD177 CERCAM FGL2 ZC3H12A APBA1 NECTIN1 APOD MAGI1 PELI1 NEO1 ERBB3 CDC42EP1 LAG3 NID2 ITGB4 ADAM22 ITGB8 TRIM29 ENTPD1 TROAP SLITRK1 DDR2 CNN3 SERPINI1 PTPRC NFAT5 SRPX MMP12 BCL2L11 CD24 THBS1 PAK4 EPHB1 KIF14 ITGA5 MDGA1 MTSS1 COL1A1 PLXND1 EFNB3 MYADM NFKBIZ IL1B LRRC4 LEP MYPN TNFRSF13C EBI3 TESK2 CD4 MMP24 DISC1 RHOD TENM4 GNRH1 HCK CELSR2 FBLN1 ALCAM PLXNA3 GLI2 CSRP1 EMP2 CD200 ZFHX3 DPT SMAD6 ATP1B1 KITLG WNT7B MSLN LMO7 ITGB1 IRF1 PREX1 ROBO3 TFRC AMIGO1 NID1 PRKG1 TMEM131L CCDC80 NOTCH1 EPHA4 EGFL7 ITGA7 THBS2 LGALS1 CSF1 COL8A1 RIPOR2 MEGF9 NRXN3 PCDH10 ROBO4 ACTN1 MYL12A PTPRJ HOXA7 ITGAV CCN4 SFRP2 CLDN11 MYH10 MELTF DCHS2 CNTN3 CADM1 SORBS1 EMILIN1 RGMB LIMS1 ARHGDIB PKP2 EPHA2 AP1AR NEGR1 CDH8 PTPRO FAT3 C1QTNF1 PECAM1 NFASC CXCL8 CDH11 KIF26B ADAM12 TNFSF4 NLRP3 ASS1 PTPN22 SEMA3E ADGRL3 GRAP2 VCAN DLG1 NTN1 MPZL3 CD83 NPY2R CSTA JAG1 FOXC2 ROBO2 APOA1 NTN4 HAPLN1 CLDN7 IL12B PVR EFNA1 ADIPOQ IL6 FYN BAIAP2 ASTN1 MUC1 GSN EDIL3 NPHP4 NRP1 LRP1 PLXNA2 LAMB3 THBS3 PRKCA ABL2 PDGFRA BCL6 NOD2 COMP BMP4 PCDH9 JAK2 BCAM ADGRL1 RASA1 CYTIP CDH13 CNTNAP1 SSPN PIEZO1 CD160 OLR1 JUP ITGA10 SORBS3 CITED2 CDH2 IDO1 COL3A1 PPP1R12A PTK2B MYB CD9 FLCN IL18 TGFB2 ITGA6 PYCARD CLDN1 CLDN16 NEXN S100A10 PDCD1LG2 CD274 SFRP1 IL1RAP HLX DUSP10 RAP2B ZNF703 LAMC2 EPHA3 CBFB TGFB1I1 EPHB3 HAS1 CORO1A NTNG2 CX3CR1 ANXA2 ITPKB PPFIBP1 COL5A1 ACTG1 HMCN1 LGALS3 BST1 HES1 PDLIM5
## 15020 MAP2K5 KDR KIT ACVR1 SMARCD3 CRABP2 CEBPB IQGAP3 POSTN IGF1 BGLAP SFRP4 HIST1H3H RGN MYL9 FAM20C TLX2 CALR MINAR1 SOX6 SEMA3A LAMA2 CCL2 SCIN CCL7 CDC42EP5 PGF CDK6 NFATC2 CLOCK PDGFA CCL13 AGER ALPK2 NR1D2 MSX2 PPP1R9A IL17D TNFSF9 MYO19 PDPN EZR PLXNA4 TNFSF14 PDGFRB HOXA11 TGIF2 TIAM1 EFNA5 BMP6 SHANK2 LGR4 SHTN1 BMPR1B DAB2 NOTCH4 RORA TRIB3 LOXL3 DNMBP C3 GATA6 FGF10 PSMB8 HSPA1A GPER1 PSMB9 CDSN TPM1 ANKRD2 SLIT2 FOXD1 JAK3 HSPG2 RELN MAP2K1 ARHGAP18 SOCS1 CD44 CDX1 CCND1 OSR2 RNH1 TMEM178A SCARF1 CELSR3 CEBPD FLRT3 TCIRG1 ROR2 DNMT3B FGF18 SIX2 GPNMB TERT IL7R WASHC2C ANGPTL4 NFATC4 GRHL1 FZD5 NFKBID JCAD PRKDC PAK3 LEF1 EGFR SCN1B NOCT MIF RFLNB JDP2 LAMA4 TGFB3 SDCBP LRRC4C CEMIP2 WWC1 FZD7 FLRT2 PKM CNTF FZD4 CLASP2 NR1D1 MAGED1 ERRFI1 TPBG MSTN CFLAR SH3GL3 IL1RAPL1 NR2F1 TRIB1 THRB JPH2 LTBP4 CEBPA MEDAG IGF2 SYNE3 BCL2 PHLDB1 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA LRP5 ENPP1 PIK3R1 PTN HIPK2 FNIP1 NIN SLC8A1 TOX PRAG1 IFITM1 SERPINE2 TP53INP1 GPM6B GREM1 BDNF HK2 PNP VEGFB FERMT1 RANBP3L CCN2 OLFM2 TUBB2B CCBE1 EIF2AK3 RIMS1 BMP2 RHOQ LRFN5 RARB FOXO1 KLF10 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF LIMS2 NUMBL TMEM135 RAP1GAP2 CREB3L2 METRN PKDCC SERPINF1 MYC RSL1D1 DEAF1 OSR1 EFEMP1 SERPINB7 TNFRSF12A CHD7 RCAN1 SLC6A4 CTSC TRIO SERPINE1 TFAP2A RANBP1 ENC1 MAP2 SEMA3B PLXNB1 RTN4RL1 RUNX3 ID4 STAT1 ASXL2 CYP26B1 KLF2 LZTS3 ZEB2 WNT5B INPP5J EFNB2 FANCD2 ADM NFKBIA INHBA XRCC2 CCDC85B SMAD7 ADA GCNT2 DAAM1 HMGA1 B2M DMD BRCA2 TNFRSF1B ANKH PTCH1 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 LOX LFNG MAFF ADAM10 RUNX1 VEGFA DLC1 CAPZB E2F2 RFX8 PSME4 ID3 LTF EGF ACTN4 RND3 RBL1 VNN1 MYRF TGFBR2 ANXA1 VLDLR FZR1 AAMDC S1PR3 PPIB CDK5R1 PRDM16 FKBP4 SDC2 DAG1 GDF15 LAMA3 HMG20B PLAC8 APOB HOPX MAP4K4 COL4A3 PLA2G2A JADE2 CTHRC1 HSPB6 RGCC FRZB LOXL2 TXLNG SEMA4G RIMS2 HECW1 CYB5D2 PDLIM7 RSPO3 NEDD4L CDKL3 NTRK3 AFDN FAM171A1 RHOBTB1 MYO10 HLA-B UST PUS7 SULF1 ISL2 ZC3H8 ABCA1 GPR173 POFUT2 CEND1 PLAAT4 FZD1 RSPO2 DNMT1 WNT5A SPP1 PLAAT3 SFMBT1 SPRY1 HPSE UBASH3B SRGN CXCL12 ATOH8 GHR ZFP36 TNFRSF11B NKX3-1 MMP14 LDLR ACVRL1 CELSR1 CD74 HIST1H3B TEK OMA1 HMGCR PPARGC1A MYCL SOX9 ACVR1B SIGLEC15 GPC4 AMIGO2 WTIP BTN2A2 HMGB3 KLF7 LGMN ZNF488 GPC3 CCN3 GAS6 CST3 FGF1 FOXM1 FBN1 CHN1 ZFP36L2 WARS CLSTN2 ADRB2 ZBTB16 MAPT ELL3 RIF1 FAT4 NDNF ILK INSIG1 APBB1 NSD2 SEMA4B WNT2 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COCH C5AR1 NR1H3 LGALS9 RHOV ITGB2 MYH9 CDKL5 AXL APPL2 AGO2 NAMPT IL1RL2 NUAK1 ICAM1 CACNA2D2 KANK1 PDE5A DIAPH1 IGFBP5 FLNA PTHLH CCDC71L GDF11 LRP8 FBXO5 IGFBP3 CDC42EP3 ASPN TGFBR1 OMD TMEM98 LRRC17 S1PR1 VIM SGPL1 FZD2 PINK1 ARHGAP33 SINHCAF PRKD1 CYP1B1 WDR36 EHD1 IL34 ADGRG1 SEMA5A CMKLR1 SULT1E1 WNT3 SH3D19 TGFB1 CRP CDH4 SLAMF8 PER2 CTNNBIP1 HES6 FOXC1 FN1 PPP1R13L TMEM119 FGR TNIK C21orf91 NR4A3 CORO1C VEGFC ISLR2 PID1 E2F1 PARP2 DDAH1 IFT122 EDNRB CCN1 RASSF2 NLGN2 AQP1 PAX9 MEGF10 PRICKLE1 SIK1 CDK12 VDR PRICKLE2 ACACB PALM2-AKAP2 ADAMTS7 NRCAM KLF4 ADIRF MMRN2 RHOB MYOZ1 CAV1 ADRA2C TENM3 JUNB PLCB1 PARD6A LPL TRPC6 SRPX2 CAPRIN2 ARNTL EGR1 CX3CL1 LAMA1 KMT2D C6 RAPGEF2 ITPKA SPOCK1 GDF7 ROR1 ADAMTS12 FST TEAD2 HIST1H3E COL4A2 ZHX2 VSIR HIST1H4H ADAMTS9 CGAS LRP2 ID1 CDKN1C FAM210B TBXA2R RAC2 F11R GLIS1 IL7 ZMYM5 BMPER HDAC9 MUSK NSMF ENG HSPA9 MAP1B LMO4 HHEX AMOT ACE FGF7 BMP2K GAP43 ATP10A LPAR1 EZH2 TRPV4 IL12A HTR2C CDH3 TNFSF12 PTPRM ZNF365 STMN2 PRDM1 S1PR5 FSTL3 NPY1R ZNF135 RGS2 MMD PRDM6 FOXP1 LZTS1 ZFP36L1 TMEM100 OBSL1 PLS1 RBP1 MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 PTPRF THY1 HMOX1 TLR4 ECT2 FMNL1 CSF2 ADM2 ITGB3 MDK AKAP6 LRRN3 GBP1 LAMA5 PRL ZMIZ1 HOXC11 NCOA3 NOG CARD10 FGL2 SULF2 ZC3H12A APELA SEMA7A BRINP1 MAFB NLN FOXS1 CFL1 F3 NECTIN1 SLC9B2 HDAC5 CAMK2B PPARGC1B ERBB3 RHOBTB3 CDC42EP1 LAG3 SIX1 GDNF ASPM SEMA6B BRCA1 ID2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 HTR2A TRIM6 PRTG KIF20B ZSWIM5 NFE2 ING2 RTN4RL2 SLITRK1 RBP4 DDR2 SERPINI1 PTPRC ACVR2B BCL2L11 CD38 CD24 EFHC2 SPARC MMP11 THBS1 NGEF PAK4 WDFY2 RGS4 ZNF219 DACT3 SLITRK6 EPHB1 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A PBX1 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 NFKBIZ LRFN1 IL1B RTN4 LATS1 CSF1R CCSAP KRT10 ADGRB2 PTGIS RFLNA LEP NDRG4 AGT S100A13 WDR43 COLQ TRIB2 CD4 RPS6KA1 B4GALT5 FLT3LG HES4 ZNF804A PBLD FGF2 STAT5A DISC1 RHOD TENM4 SARS GNRH1 CAMK4 MAP3K5 HIST2H4A HIST2H4B HLA-DRB1 HCK BHLHE40 MSH2 SOCS3 CELSR2 MOSMO MYOCD FBLN1 CNR1 RNF41 PLXNA3 ACTR2 ISG15 GLI2 CAMK1D EMP2 NOTCH3 ZFHX3 TBX19 NEDD4 HMGB2 CTSH RARRES2 SMAD6 SMOC1 CCDC3 PALM KITLG WNT7B MAMSTR MEIS1 EPPK1 PRKCH DUSP6 SORT1 ITGB1 IRF1 PREX1 ATP2B1 NRG1 SHANK1 LTBP3 FGFR2 ADGRA2 DMPK TFRC AMIGO1 AGTR1 BNIP3 SPAAR TMEM131L GNB3 DKK1 LRP4 LBH AGRN NOTCH1 SEMA3C STAT2 FGD4 ZNF277 OAS2 EXOSC6 NEK6 APOLD1 HIF1A EPHA4 ITGA7 SYT2 ITSN1 TSPAN12 THBS2 LGALS1 RNF207 CSF1 TTPA FOXO3 TLR2 SPTBN4 RECK RIPOR2 SCX IFRD1 DCN ATF4 PLEKHA4 CD109 TIMP2 RRAS P3H1 ECM1 WASF3 RNF157 HIST4H4 ITM2C MYL12A CTH HOXA7 ITGAV CCN4 MGP SFRP2 RACGAP1 CREB3L1 MYH10 MELTF IL6R ANKRD1 PDGFD SOCS2 NUPR1 PI16 EMILIN1 RBM15 MST1 NOTCH2 ANKRD6 CTSK LDLRAD4 BMP1 AMH ETV5 GDF5 ARHGDIB PKP2 EPHA2 AP1AR NEGR1 ARHGEF19 GLI1 CHI3L1 PTPRO MAF DDIT3 BCL2L12 PROK1 G6PD SNAI1 TNFAIP3 CXCL8 PF4 ATAD5 ADAM12 NCS1 GPRC5B FGD6 TNFSF4 MESP1 SEMA6C SMURF2 EAF2 ARSB NLRP3 DLX1 TBX3 ZSWIM4 HSPA5 MAGI2 DAAM2 SEMA3E ADGRL3 TRIM58 GDPD5 RAB29 DLG1 RAB7B RUNX1T1 FUZ NTN1 CD83 DLX2 JAG1 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 RBM38 BAMBI IL12B CCDC88A NREP EFNA3 EFNA1 STRIP2 EVI2B ADIPOQ FANCA MYLIP LMO3 IL6 FOXP2 FYN BAIAP2 MAP6 NRP1 ERMN IL27RA LRP1 MAFG NCAPG2 HMGA2 IDH2 PLXNA2 NKD1 AXIN2 KRT17 LRRK2 RBM24 TCF4 SAPCD2 TIE1 DIXDC1 WDR77 ISM1 PRKCA UTP25 SIPA1L1 ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CYP27B1 AVIL PGK1 CDC20 BMP4 TLCD3B TLR3 NTF3 MITF PIM1 JAK2 SNCA ADGRL1 EREG GRIP1 RASA1 SHROOM3 ALDOA IGSF10 ALOX15B BHLHE41 CD160 PIAS3 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 CITED2 CDH2 IDO1 COL3A1 TP63 AREG PROX1 PTK2B CENPF KCNK2 BTC APOE TRPM4 TCIM MYB ZNRF3 PLD6 FLCN COL5A2 HES7 KREMEN1 IL18 TGFB2 ITGA6 P2RX7 GLUL CD274 SFRP1 YPEL3 P2RX4 IL1RAP HLX DUSP10 P2RY1 ZNF703 ARHGEF2 PDE3A GATA2 ACAP3 LMNA EPHA3 TRIM16 ERBB4 CBFB TGFB1I1 EPHB3 AP2M1 CORO1A NTNG2 PSMD2 CX3CR1 ULK2 HSF4 ANXA2 PARP1 ITPKB MME KALRN COL5A1 ESR1 ABCA5 NTRK2 LGALS3 WNT9A PTGS2 HES1 MEF2C PDLIM5 RGMA PTCH2
## 8426 ARHGAP11B BYSL MAP2K5 PARD6B ZFP57 WNT3 HHAT ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT CHST11 GFRA1 TXNRD1 INSRR ACVR1 SMARCD3 CRABP2 SAMD14 NES CEBPB STAB2 TIMM8A IQGAP3 POSTN IGF1 PMCH NEK3 BGLAP SFRP4 HIST1H3H RGN MYL9 DUOX1 KIAA1217 HIP1 FZD8 FAM20C TLX2 EN1 KRTAP1-1 HLA-E KRTAP2-3 SPATA25 FLRT1 B4GALT1 CALR MINAR1 SOX6 SEMA3A NRG2 LAMA2 AFF2 RDH10 SIDT2 RIDA CCL2 SVIL SCIN CCL7 TSKU CDC42EP5 RAB26 CRYGN PGF TAGLN NYAP1 CDK6 NFATC2 PENK CLOCK PDGFA SERPING1 CDH6 CCL13 PCNA AGER TRIP13 ARL4A TYRO3 CLEC3B XKR5 ALPK2 PCDH18 NR1D2 MSX2 ROS1 PPP1R9A IL17D SLC7A11 TIMP4 TNFSF9 MYO19 GCNT1 TNFAIP2 FABP5 PDPN EZR DSP PLXNA4 RPS6KA5 TNFSF14 PDGFRB PDLIM2 HOXA11 TGIF2 TIAM1 EFNA5 PINX1 OSBP2 COL11A2 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B CTSB DAB2 DIAPH2 NOTCH4 MGA CNN2 PCOLCE RORA TRIB3 NINJ1 CTNS LOXL3 HELLS DNMBP P2RX5 C3 GATA6 TRPC4 FGF10 PSMB8 HSPA1A VPS13A GPER1 PSMB9 ANK3 CDSN TPM1 ANKRD2 PKD1 COL13A1 SERINC5 SLIT2 FOXD1 JAK3 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 HCN1 SOCS1 NOLC1 CD44 CDX1 SLC26A6 SPEF2 LAMB2 ATP11A KYNU CCND1 ST8SIA4 OSR2 YWHAQ KAZN FOXI1 RNH1 TMEM178A NME5 SCARF1 CELSR3 HRH2 POC1A MOSPD3 MAGEA2 MYO7B HBEGF CEBPD EPM2A CCDC36 ARVCF FLRT3 MACROD2 PAQR8 TCIRG1 UBR3 ROR2 DNMT3B FGF18 SIX2 GPNMB ARRDC3 NDRG3 TENM2 GINS1 MYH11 STON2 TERT IL7R WASHC2C ZNF358 HRAS ANGPTL4 GTPBP4 IER3 HMX3 NFATC4 GRHL1 MMP11 FZD5 NFKBID JCAD L3MBTL3 IER2 GPCPD1 DHCR7 MLXIPL NDE1 MICALL2 ETV1 RRM2B PRKDC RTTN PAK3 LEF1 RBM47 EGFR VCL SCN1B NOCT KAZALD1 SPTBN5 TSPY2 MIF RFLNB JDP2 BATF LAMA4 TGFB3 MEF2B SDCBP BORCS8 ARSE LRRC4C CDH24 SMTN CEMIP2 BORCS8-MEF2B TMEM120A WWC1 FZD7 HDAC11 M1AP MAFK MANF CATSPERG FLRT2 EMX2 PKM CNTF FZD4 FERMT3 TNFRSF11A CLASP2 NR1D1 ADA2 THRA SCG2 WDR19 PMS2 APBB2 MAGED1 ERRFI1 TPBG MSTN CLMN CFLAR SPAG4 SH3GL3 IL1RAPL1 NR2F1 DHFR TRIB1 THRB JPH2 KCNMB1 SALL2 CHRM2 GSTK1 LTBP4 VTN CEBPA TRPM2 MEDAG AKR1B1 NRP2 KREMEN2 ACTA2 SREBF1 IGF2 DDR1 SYNE3 TREH BCL2 PHLDB1 SMPD1 RPS6KA2 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA PCSK2 MICALL1 LRP5 PSD ODC1 PLA2R1 ENPP1 PIK3R1 PTN HIPK2 CCDC154 FNIP1 DNAH1 NIN SLC8A1 PGM3 TOX PRAG1 CA9 SLC5A3 IFITM1 SERPINE2 HSPE1 SLIT3 BFSP1 AIMP2 ARHGEF28 BGN EPAS1 BSCL2 TUBB2A HSPD1 TP53INP1 GPM6B GREM1 CEBPG BDNF PRR7 GDA H2AFX IARS PLOD1 HK2 SYNGR3 SAMHD1 PNP PFKFB3 VEGFB PKP3 FERMT1 RANBP3L COL17A1 EGFL8 SLC38A3 CCN2 TUT7 OLFM2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 DNAH5 SWAP70 RIMS1 SERPINB5 BMP2 SBF2 RHOQ ALDOC LRFN5 RARB FOXO1 KLF10 NUDT1 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 CLIP3 GAS1 LIF GPR17 LIMS2 RAB3A ATP8B1 NUMBL FANCC TMEM135 RAP1GAP2 ITGA4 CREB3L2 ECE1 METRN NANOS1 VAMP5 LPCAT1 PKDCC SERPINF1 EDA2R SPRED3 ANG RRM1 SLC1A3 MYC RSL1D1 DEAF1 CCDC78 OSR1 EFEMP1 SERPINB7 TNFRSF12A TMEM204 PTGER4 RFX2 KDM7A ITGA1 CHD7 RCAN1 ITGA2 SLC6A4 BZW2 CTSC IFNE ITPR1 GPR65 TRIO SERPINE1 TFAP2A RANBP1 ENC1 ELF1 AFF4 RRBP1 MAP2 SEMA3B F2R ZFR COL5A3 PLXNB1 RTN4RL1 RUNX3 DOCK10 ID4 STAT1 ASXL2 ADORA2A NAIP CYP26B1 SYF2 KLF2 PCDHA3 EXPH5 GOT1 MEST WDR62 LZTS3 ZEB2 WNT5B INPP5J EFNB2 E2F8 QARS PCDHAC2 DLX6 FANCD2 NRIP1 UCN SALL4 LIAS MAP1A ADM FRY KIF18A NFKBIA INHBA XRCC2 PPAT GNL3 CCDC85B SMAD7 FOSL1 CSPG4 ADA GCNT2 RHBDD1 DLX5 TTC7A AHR DAAM1 PSPH HMGA1 B2M DMD MXRA8 KIRREL3 ASAH1 DMRTA1 NXN TNFRSF19 BRCA2 UCHL1 ACKR2 TNFRSF1B MPV17 ANKH STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 BATF2 F2RL1 NRGN COL1A2 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 CYP19A1 LOX ASNS LFNG MAFF SYN1 PLOD3 ADAM10 RUNX1 VEGFA DLC1 CAPZB CDNF FAM83D E2F2 RFX8 PSME4 ID3 LTF EGF ACTN4 HNMT RND3 PSPN HCFC1 COL12A1 FKBP1A COL4A4 TACC3 ANGPTL6 RBL1 PTPRU MYORG GRK5 VNN1 NPR3 BACE2 FRMD6 EXT2 MYRF TGFBR2 ANXA1 OR51E2 HSPB7 SOX4 VLDLR FZR1 AAMDC ADARB1 ADAMTS3 S1PR3 SHC3 CDH7 MN1 SHROOM2 SLC1A2 DPF1 PPIB CDK5R1 ALX4 EVL NRG4 REC8 PCDHB3 ITFG2 PCDHB11 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 PCDHB14 PCDHB15 KIF5B VIT CACNA1C PIR SDC2 DAG1 GDF15 LAMA3 HMG20B PLAC8 SMIM14 UGDH APOB HOPX MAP4K4 COL4A3 E2F5 TNS3 DNAAF4 PLA2G2A COL10A1 CDYL JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 PLD4 TSSK4 CYP17A1 RGCC FRZB LOXL2 TRERF1 TXLNG WDR35 SEMA4G BAG3 MYO1D RIMS2 ARNT2 HECW1 CYB5D2 GPI CPQ VWA1 PCDH17 PCSK4 FHL3 PDLIM7 RSPO3 STK36 NEDD4L CDKL3 NTRK3 TPI1 TCF7 AFDN TET3 FAM171A1 SPINT2 RHOBTB1 ETV4 NINJ2 MYO10 RELT HLA-B UST DOCK11 MAMLD1 NOX4 DDX21 SEC24D IBSP ADGRG6 PUS7 SULF1 ISL2 ZC3H8 RPN2 ANGPT1 GCNT4 ABCA1 HMGCL MYO15A GPR173 POFUT2 LOXL1 GPR157 CEND1 EXT1 PLAAT4 SPAG8 FZD1 RSPO2 DNMT1 CES1 WNT5A SPATA5 SPP1 PLAAT3 SFMBT1 SEPTIN4 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SLC4A5 PRR15 SPRY1 HPSE NPAS1 APOL2 DHRS3 SUV39H2 MBD2 UBASH3B FGFRL1 SRGN CXCL12 ATOH8 CERT1 CDH18 MATN3 GHR ZFP36 CLU TNFRSF11B NHS NKX3-1 AFF3 MMP14 NUP93 STC1 SPTBN2 LDLR ACVRL1 IGFBP1 CELSR1 MYOZ2 CD74 HIST1H3B TEK OMA1 STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ITGA11 HDAC10 SIGLEC15 GPC4 AMIGO2 KCNAB1 TFDP1 IGFBP7 WTIP BTN2A2 PTER HS6ST1 MAL2 NAV2 CMTM8 FJX1 DKK2 PCSK5 HMGB3 COL27A1 CDC25B SELENOP NR4A1 KLF7 LGMN JAGN1 ZNF488 HFE SOX18 GPC3 CCN3 TTLL7 GAS6 NRN1 MFSD2A TMIE CST3 FGF1 TIPARP FOXM1 SCML2 SPRY4 BBC3 FBN1 KRT80 CHN1 PIK3CD ZFP36L2 WARS NNMT TPP1 CLMP CLSTN2 AGPAT5 COL18A1 ADRB2 ZBTB16 MAPT ELL3 RIF1 SLC25A27 PODXL POLM FAT4 SSH2 TOP2A NDNF COL15A1 ILK INSIG1 APBB1 KCTD11 STMN1 NSD2 KRT86 KRT7 BCAS3 SEMA4B KRT81 FAP ERMARD WNT2 ACKR3 KLF6 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 SLC4A7 NR1H3 HPGD LGALS9 RHOV ITGB2 MYH9 CDKL5 EBP ALPL AXL FOXN3 APPL2 XYLT1 INTU PDE4D SH3TC2 ARID5B ACAN ETS2 AGO2 NAMPT SCARA3 DNAJA3 IL1RL2 PPP4R4 CHAC1 VCAM1 NUAK1 CKB ICAM1 IGFBP2 CACNA2D2 PATZ1 KANK1 PDE5A DIAPH1 IL18R1 MMP19 CD1D IGFBP5 FLNA PTHLH KRT33B CCDC71L GDF11 GAB2 PCDH19 LRP8 PTX3 NPAS2 TMEM38B TSHZ1 FBXO5 CEP152 LTBR HAPLN3 IGFBP3 NTM C9orf116 MICAL2 ARHGAP26 ESCO2 SLFN5 CDC42EP3 GPX4 ASPN TGFBR1 OMD KRT5 TCF21 EXTL1 EYA4 RXFP1 DMC1 SLC24A5 TMEM98 LRRC17 S1PR1 BRIP1 VIM MALL SGPL1 TRNP1 FZD2 PINK1 IFI16 MEIOC ARHGAP33 SINHCAF PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 NFIA CRIM1 XKR9 SULT1B1 WDR36 EHD1 ZGLP1 KNL1 TP53INP2 IL34 ADGRG1 SEMA5A SYBU TNNT1 PLK4 KRT4 CMKLR1 SULT1E1 STIL FOXQ1 MCOLN3 WDTC1 TSPY1 G2E3 SH3D19 TGFB1 CRP HYDIN TMEM91 CDH4 SH2B2 COL14A1 CCNB1IP1 SLAMF8 PER2 VMP1 KRT18 PTPN3 CTNNBIP1 HES6 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK C21orf91 CDH10 HMGCS1 FOXD2 NR4A3 CORO1C KIAA1522 CRISPLD1 THSD7A VEGFC CSGALNACT1 ISLR2 PEG10 TGFBI PID1 E2F1 PARP2 NPHP1 DNER DDAH1 PDLIM1 SSH1 IFT122 EDNRB PRNP CCN1 BTBD8 RASSF2 NLGN2 AQP1 SUN2 IRS2 IRF2BPL COL6A3 DPF3 PAX9 MEGF10 SUV39H1 PRICKLE1 SIK1 GLDN CDK12 TLE6 COL9A2 VDR SEPTIN6 PRICKLE2 LARGE1 FGF11 ACACB ANTXR1 CALM1 COL11A1 MRC2 PALM2-AKAP2 ADAMTS7 SLC2A14 TJP2 NRCAM KLF4 ADIRF MMRN2 TNS2 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 MSC JUNB HNF4G PLCB1 ASB1 DHRS9 ZMYND15 PARD6A LPL TRPC6 STK40 HHIP KLRK1 HIF3A CAPN1 MET CD248 ZFP14 SRPX2 POLR1B CAPRIN2 TANC2 ARNTL HAS2 DMBT1 TLE2 MYH3 EGR1 CX3CL1 LAMA1 KMT2D FIGNL1 C6 COL7A1 STRA6 CCNA2 USP1 RAPGEF2 ALDH1A3 ITPKA WDR74 ABAT SPOCK1 GDF7 ROR1 ADAMTS6 ADAMTS12 MCAM FST NOX5 HOXD9 HOXD4 TEAD2 HIST1H3E CBL HOXD1 COL4A2 FSTL5 ZHX2 VSIR HIST1H4H COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 LRP2 HACD1 ID1 CDKN1C FAM210B TMEFF1 TBXA2R RAC2 COL16A1 F11R GLIS1 IL7 ZMYM5 BMPER HDAC9 MUSK NSMF COL6A1 ENG VSTM2L HSPA9 DYNC2LI1 AJUBA DNAJB9 MAP1B FARP2 BCHE LMO4 KLHL3 SSTR1 HHEX AKR1C1 AMOT RTKN2 ACE FGF7 BMP2K GAP43 ATP10A SMC1A PHLPP2 SIM1 LPAR1 CBR1 EZH2 SOAT2 TRPV4 GCLC ANXA6 TNFSF10 IL12A ZNF431 RSAD2 TMOD2 HTR2C VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 GABRB1 STMN2 MTERF4 C1QTNF5 PRDM1 S1PR5 BCL2L1 CAVIN4 FSTL3 CDH1 NPY1R ZNF135 CENPU NCAM2 RGS2 MMD LSAMP PRDM6 FOXP1 AKR1C2 LZTS1 PLS3 ZFP36L1 DYRK1B RIPK4 SGK1 TMEM100 MYH15 ESM1 CD151 AKR1C3 MMP7 OBSL1 PLS1 RBP1 FURIN MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 AK4 PTPRF CNGB1 CD68 THY1 GCLM HMOX1 EPOP TLR4 ECT2 NPAS4 ACTB CYP26A1 GJB2 FMNL1 LRRC6 FGF14 CSF2 CDKN2C ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 CHKB AKAP6 ADAMTS4 SPEG PLP1 CATSPER1 MFNG LRRN3 HIP1R HOXC13 IMMP2L GBP1 LAMA5 PRL ALDH6A1 ZMIZ1 HOXC11 NCOA3 HOXC4 NOG TPD52 CARD10 FGL2 SULF2 DOP1B VASP MMP8 SLC20A1 ZC3H12A APELA MBOAT7 GRB10 SPATA9 KDELR1 SEMA7A APBA1 MFAP5 CALM3 BRINP1 MYLK2 TRABD2A MAFB NLN FOXS1 CEP120 AMOTL2 CFL1 F3 DDIT4 NECTIN1 CCNO APOD SLC9B2 HDAC5 BDH2 LRRC8C CAMK2B KRTAP1-5 PPARGC1B NEO1 ERBB3 RHOBTB3 CDC42EP1 HIVEP3 LAG3 SIX1 GDNF EGR2 ADAMTS2 MYOF KCNK3 ASPM ITGB4 ROGDI TOP1 PAPSS2 SLA PRDM15 SEMA6B BRCA1 LEPR ID2 ADAM22 MKNK2 TG FBN2 ITGB8 STARD13 SPRY2 FCRLA SIX4 TBL1XR1 HTR2A TRIM6 PRTG LDHA KIF20B ZSWIM5 LHX9 NFE2 CEP55 ING2 RTN4RL2 LIG1 SLITRK1 PHC2 UHMK1 RBP4 MAOB DDR2 CNN3 MMP15 SERPINI1 MSI2 PTPRC HERC4 CRIP2 DBP CENPE MMP12 ACVR2B BCL2L11 CD38 CHRDL1 CD24 CHST2 EFHC2 MYL6 RILPL2 SPARC THBS1 HSD17B7 NGEF PAK4 PTGDR WDFY2 RGS4 SNORC ZNF219 TRIM13 UNC13D DACT3 SLITRK6 NDRG2 EPHB1 ZNF281 ODF2 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A SLC17A7 WDR78 SPTLC2 MYL2 NQO1 APLN MTSS1 PBX1 LRIG1 SYNE2 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 ATP5IF1 DHRS2 FGF5 GRIN2A BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 AARD C1QL1 LRRC4 GNAO1 CCSAP KRT10 INHBB PLCD3 ADGRB2 IGF1R NOTCH2NLC IL11 PTGIS TMEM107 RFLNA RECQL4 LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT S100A4 CDKL2 ALDH5A1 BLNK MGMT AURKB NPM2 GPLD1 S100A13 KDM6B WDR43 COLQ STEAP4 TRIB2 CD4 RPS6KA1 B4GALT5 FLNC MMP24 FLT3LG HES4 ZNF804A PBLD HNRNPAB FGF2 STAT5A DHCR24 CHSY1 DISC1 SSC5D RHOD RBM20 TENM4 SARS LRATD1 GNRH1 CAMK4 CREG1 MAP3K5 HIST2H4A PFAS HIST2H4B CCNB2 HLA-DRB1 MYO1E HCK BHLHE40 MSH2 GNB4 PPP2R1B SOCS3 RAMP1 CELSR2 BICD1 MOSMO MYOCD FBLN1 CNR1 RNF41 ALCAM PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D TMEM88 CSRP1 ANLN EMP2 CPE NOTCH3 NRBP2 AACS ETV7 ZFHX3 TBX19 SH3BP1 NEDD4 WLS PCSK9 HMGB2 SAP30 POPDC2 NAV1 CABYR CTSH ZIC4 SCN2A FLNB RARRES2 SMAD6 ZIC1 TNK2 SMOC1 CCDC3 PALM KITLG CCDC39 WNT7B MAMSTR MOV10L1 MEIS1 EPPK1 PRKCH DUSP6 MSLN LMOD1 SORT1 EBF2 ITGB1 IRF1 PREX1 CC2D2A ATP2B1 MTF1 PLCE1 KLF15 MKX NRG1 SCRG1 INPP5B IL33 EPOR CYP24A1 SHANK1 RIMBP3 ROBO3 PTH1R CTF1 LTBP3 DTYMK ELN FGFR2 ADGRA2 DMPK SYPL2 TFRC ENPEP MYL3 AMIGO1 AGTR1 SHISA2 AUTS2 NID1 PDLIM3 BNIP3 PRKG1 ARRB1 SPAAR TMEM131L GNB3 DKK1 LRP4 LBH AGRN LPAR6 NOTCH1 MYCBPAP SEMA3C UGCG STAT2 FGD4 ZNF277 OAS2 SPATA20 EXOSC6 NEK6 APOLD1 HIF1A RCN3 IL11RA EPHA4 AARS EGFL7 ARMC4 ARHGAP22 VCY1B ITGA7 SYT2 ITSN1 TSPAN12 GAA MNS1 THBS2 LGR5 LGALS1 RNF207 CSF1 BLOC1S1 TTPA MYOM1 HSPA2 INSIG2 TIMELESS COL8A1 FOXO3 GMNN USP13 TLR2 PPDPF ERFL SPTBN4 RECK PRDX1 RIPOR2 A2M APCDD1 KBTBD8 MEGF9 TET1 SCX LUM IFRD1 DCN TRIOBP RYR2 ATF4 NRXN3 PLEKHA4 CD109 TIMP2 RRAS ROBO4 P3H1 SATB1 FSTL1 CHRM3 LRMDA NRROS ACTN1 ECM1 WASF3 ZDHHC15 FMN2 CCIN RNF157 HIST4H4 GREM2 HERC6 PRRX2 ITM2C MYL12A CTH PTPRJ HOXA7 HOXA4 ITGAV POLQ ADAMTSL4 EIF4EBP1 CCN4 DONSON MGP FOXN2 SFRP2 TLE3 ALX3 RACGAP1 POMK CREB3L1 MYH10 MELTF DCHS2 IL6R KMO CNTN3 EXO1 CADM1 ANKRD1 PDGFD FRYL SOCS2 NASP NUPR1 SLC6A17 TMEFF2 PI16 EMILIN1 NUDT7 CRISPLD2 AFP INSC PEX11A RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 CTSK DGKG CRLF1 RAI14 LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 LIMS1 ARHGDIB PKP2 EPHA2 CALCRL PRCP AP1AR ADORA1 SCN2B ZBTB18 NEGR1 ARHGEF19 KRTAP2-2 FASN GLI1 TYMS WWOX CDH8 CHI3L1 PRRC2C PTPRO MAF DDIT3 IFNGR1 BCL2L12 FAT3 DPYSL4 BTG2 INHBE PRELP PROK1 TLE1 ATP2B4 PCK2 PECAM1 AMOTL1 PBXIP1 PIWIL4 LHFPL2 G6PD ZNF423 NFASC SNAI1 PHF19 CFAP69 SEZ6L2 TNFAIP3 TM4SF1 ERCC6 CXCL8 CDH11 KIF26B LONP1 CXCL1 PF4 SMYD3 SLC2A1 ATAD5 PAQR5 POLE PCLO KRT34 ADAM12 NCS1 GPRC5B FGD6 TM4SF4 ARHGAP24 TNFSF4 CHURC1 MESP1 LDB2 ETNK2 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 TBX3 CHURC1-FNTB ZSWIM4 HSPA5 TSSK2 ANPEP MAGI2 NHSL1 NAGLU DAAM2 ASS1 PTPN22 CRYGS SEMA3E ADGRL3 TRIM58 GDPD5 EBF1 RAB29 VCAN GYS1 CCNF KRT32 DLG1 RAB7B RUNX1T1 GNPNAT1 FUZ NPTX1 NTN1 SORBS2 TTC9 CD83 NPY2R CSTA DLX2 JAG1 PRPS1 DYRK3 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HAPLN1 RBM38 KRT15 MELK HOMER1 BAMBI CACYBP KRT19 KRT9 KRT14 IL12B SLC10A7 SECTM1 CCDC88A NREP SERPINH1 CLTCL1 EFNA4 EFNA3 EFNA1 KRT16 STRIP2 EVI2B OLFML3 ADIPOQ BTBD3 GADD45B FANCA MYLIP PAPPA2 LMO3 IL6 CHEK1 CIT FOXP2 FYN BAIAP2 UGT1A1 ASTN1 CENPI ABCA2 GSN SQSTM1 EDIL3 RGS9 NPHP4 MAP6 NRP1 ALDH3A2 ATP7B ERMN ABCD2 TAF4B IL27RA LRP1 SAT1 MAFG BCL3 ATXN1 NCAPG2 CRYAB HMGA2 TYRP1 IDH2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 RBM24 TCF4 LAMB3 CMTM3 CMIP SAPCD2 TIE1 HSD11B1 ASF1B EDNRA DIXDC1 WDR77 THBS3 ISM1 PRKCA AZI2 IRF6 POU2F2 UTP25 SIPA1L1 FANCG ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CDO1 KCNH1 ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 CSRP2 TLCD3B HSD17B2 E2F7 TLR3 TUBB3 EPGN PACSIN2 NTF3 DGAT2 MITF PIM1 JAK2 NEK2 SNCA CPAMD8 PRLR ADGRL1 NAV3 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 CD160 SCN9A ATF3 PIAS3 ABLIM1 BATF3 TSPAN2 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 GIP LRIG3 CITED2 TUFT1 CDH2 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 OSGIN1 AREG PROX1 DOK5 MCM2 PTK2B CENPF PIK3R3 B4GALT2 KCNK2 IGSF3 SEMA5B BTC APOE TACC2 SGCD PTGFRN FAM3C CEMP1 TRPM4 TCIM ALOXE3 SYNJ2 CCDC24 MYB ZNRF3 CD9 PLD6 FLCN TTLL1 KIF27 COL5A2 HES7 KREMEN1 IL18 TDRKH TGFB2 ITGA6 TENT5C TXNIP PAFAH1B3 CLDN1 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 FLG HRNR CD274 SFRP1 YPEL3 NOTCH2NLA P2RX4 DCLK2 IL1RAP RAD54L HLX DUSP10 MYLK RELB P2RY1 GINS4 SLC40A1 TBX15 ZNF703 LIN7A FAM20A TRAPPC9 RRS1 SPRR2D ALDH3A1 FN3K ARHGEF2 PDE3A ANGPTL2 SSR2 GATA2 ACAP3 WNK4 POU6F1 ANKRD11 LAMC2 LMNA EPHA3 TRIM16 DPY19L2 ERBB4 RMI1 PHGDH CBFB TGFB1I1 EPHB3 AP2M1 VAV2 LBR CSRNP1 CORO1A ENAH XIRP1 NTNG2 ARPC5 PSMD2 CX3CR1 BEX3 ORAI1 SYNE1 ULK2 CAT HSF4 ANXA2 COPRS PARP1 MYBL1 ITPKB DRP2 MME KALRN FHOD3 COL5A1 ESR1 ACTG1 ABCA5 FSCN2 NTRK2 LGALS3 SCN8A EHF WNT9A ATP2C2 PTGS2 GJA5 HES1 MEF2C KCNJ8 PDLIM5 RGMA PTCH2 HEG1 CPM DLX4 DLX3 POPDC3 OBSCN
## 11732 ADAM19 KDR POSTN APOM B4GALT1 LAMA2 PDGFA PDPN MMP28 COL11A2 LOXL3 COL13A1 HSPG2 CD44 LAMB2 MYH11 MMP11 KAZALD1 LAMA4 SDCBP FLRT2 CLASP2 ABCA7 APBB2 CFLAR JAM2 VTN DDR1 SCUBE3 PHLDB1 LOXL4 BGN GPM6B GREM1 PLOD1 TNXB FERMT1 COL17A1 NOXO1 CCN2 MMP16 SERPINB5 ITGA4 ELANE ITGA1 ITGA2 SERPINE1 COL5A3 LIPC FBLN2 TNFRSF1B MPV17 ADAMTS14 COL1A2 LOX PLOD3 ADAM10 COL12A1 COL4A4 ADAMTS3 VIT DAG1 LAMA3 APOB COL4A3 PLA2G2A COL10A1 HTRA1 RGCC LOXL2 VWA1 MFAP4 SPINT2 COL28A1 IBSP SULF1 P4HA1 ABCA1 LOXL1 SPP1 ITGA8 ADAMTS5 MATN3 TNFRSF11B MMP14 SOX9 ITGA11 COL27A1 DPP4 GAS6 CST3 FBN1 COL18A1 NDNF COL15A1 FAP COL4A6 COL8A2 LAMB1 ITGB2 ACAN ICAM4 VCAM1 ICAM1 MMP19 PTX3 TMEM38B TGFBR1 ECM2 RXFP1 ICAM5 AEBP1 SDC1 CYP1B1 ICAM3 COL4A5 TGFB1 COL14A1 FOXC1 FN1 TNC CSGALNACT1 TGFBI CCN1 COL6A3 COL9A2 ANTXR1 COL11A1 THSD4 CAV1 FBLN5 COL24A1 LPL CAPN1 ABI3BP HAS2 LAMA1 COL7A1 COL4A2 COL4A1 ADAMTS9 COL16A1 F11R COL6A1 ENG SOAT2 CDH1 MMP7 FURIN PHLDB2 COL6A2 ITGB3 ADAMTS4 FSCN1 LAMA5 SULF2 MMP8 MFAP5 MMP3 MMP1 LCAT EFEMP2 ADAMTS2 NID2 ITGB4 FBN2 ITGB8 OLFML2B DDR2 MMP15 MMP12 SPARC THBS1 ITGA5 PLOD2 COL1A1 AGT COLQ MMP24 FGF2 MYO1E SCARB1 FBLN1 DPT ITGB1 ELN AGTR1 NID1 CCDC80 AGRN NOTCH1 ITGA7 COL8A1 RECK A2M MEGF9 SCX LUM DCN TIMP2 OLFML2A ITGAV ADAMTSL4 SFRP2 CREB3L1 MELTF EMILIN1 CRISPLD2 CTSS CTSK BMP1 FMOD PECAM1 P4HB ADAM12 VCAN APOC3 MPZL3 FOXC2 APOA1 NTN4 PRDX4 HAPLN1 SERPINH1 IL6 LRP1 BCL3 LAMB3 PDGFRA COMP ITGA10 QSOX1 COL3A1 P3H4 APOC1 APOE COL5A2 TGFB2 ITGA6 KLKB1 MFAP2 LAMC2 SERAC1 HAS1 ANXA2 COL5A1 ABCA5
## 646 MAP2K5 KDR KIT ACVR1 STAB2 FZD8 B4GALT1 MINAR1 CCL2 PGF NFATC2 PDGFA TNFAIP2 PDPN PDGFRB ROM1 NOTCH4 RORA C3 GATA6 FGF10 GPER1 PKD1 SLIT2 HSPG2 MAP2K1 RNH1 FGF18 GPNMB TERT ANGPTL4 NFATC4 FZD5 JCAD DHCR7 LEF1 LAMA4 CEMIP2 PKM FZD4 SCG2 ERRFI1 CFLAR NRP2 ACTA2 NAA15 EPHB2 SOD2 RHOA LRP5 PTN HIPK2 EPAS1 GREM1 HK2 VEGFB CCN2 CCBE1 EIF2AK3 FOXO1 PLK2 LIF SERPINF1 ANG OSR1 SERPINB7 TNFRSF12A TMEM204 CHD7 SERPINE1 STAT1 KLF2 EFNB2 E2F8 ADM SMAD7 FOSL1 CSPG4 AHR COL1A2 VASH1 HSPB1 LOX ADAM10 RUNX1 VEGFA E2F2 EGF ANGPTL6 TGFBR2 ANXA1 SOX4 DAG1 APOB COL4A3 HSPB6 RGCC LOXL2 RSPO3 SULF1 ANGPT1 LOXL1 DNMT1 WNT5A PKD2 HPSE NKX3-1 MMP14 LDLR ACVRL1 TEK HS6ST1 PCSK5 NR4A1 SOX18 GPC3 CCN3 FGF1 TIPARP WARS COL18A1 NDNF COL15A1 BCAS3 FAP WNT2 ACKR3 JUN ENPP2 SPHK1 COL8A2 C5AR1 HPGD ITGB2 MYH9 AGO2 MMP19 TGFBR1 TCF21 S1PR1 SGPL1 PRKD1 UNC5B ADGRF5 MFGE8 CYP1B1 ADGRG1 SEMA5A TGFB1 FOXC1 FN1 GJC1 THSD7A VEGFC TGFBI DDAH1 CCN1 AQP1 PRICKLE1 ANTXR1 NRCAM KLF4 MMRN2 RHOB CAV1 JUNB HIF3A SRPX2 HAS2 EGR1 CX3CL1 LAMA1 C6 STRA6 RAPGEF2 ADAMTS6 MCAM NOX5 TEAD2 COL4A2 COL4A1 ADAMTS9 LRP2 ID1 TBXA2R BMPER HDAC9 ENG HHEX AMOT VAV3 TNFSF12 PTPRM PRDM1 ZFP36L1 TMEM100 ESM1 EDN1 HEY1 THY1 HMOX1 ADM2 ITGB3 MDK IMMP2L LAMA5 PRL ZMIZ1 NOG CARD10 ZC3H12A APELA FOXS1 AMOTL2 F3 APOD HDAC5 SIX1 BRCA1 LEPR ITGB8 STARD13 SPRY2 ACVR2B SPARC THBS1 PAK4 EPHB1 TGFBR3 ITGA5 APLN KLF5 COL1A1 PLXND1 TYMP ATP5IF1 IL1B PLCD3 ADGRB2 PTGIS LEP PLXDC1 AGT GPLD1 FGF2 SARS MYO1E SOCS3 RAMP1 MYOCD EMP2 NOTCH3 CTSH SMAD6 WNT7B MEIS1 ITGB1 FGFR2 ADGRA2 ENPEP AGTR1 NOTCH1 SEMA3C APOLD1 HIF1A EGFL7 ARHGAP22 TSPAN12 THBS2 COL8A1 RECK DCN NRXN3 RRAS ROBO4 ECM1 CTH HOXA7 ITGAV SFRP2 CREB3L1 MYH10 IL6R PDGFD EMILIN1 RBM15 EPHA2 CALCRL PRCP CHI3L1 DDIT3 PROK1 PECAM1 AMOTL1 TNFAIP3 CXCL8 PF4 ADAM12 ARHGAP24 MESP1 TBX3 ANPEP SEMA3E JAG1 FOXC2 ROBO2 EFNA3 EFNA1 IL6 NRP1 LRP1 SAT1 HMGA2 TCF4 TIE1 EDNRA ISM1 PRKCA PDGFRA COMP PGK1 BMP4 E2F7 TLR3 EPGN EREG RASA1 CDH13 CD160 JUP CITED2 CDH2 COL3A1 PLCD1 PROX1 PTK2B PIK3R3 APOE SGCD IL18 TGFB2 GLUL SFRP1 MYLK GATA2 EPHB3 VAV2 CX3CR1 ANXA2 COL5A1 NTRK2 PTGS2 GJA5 HES1 MEF2C HEG1 DLX3
## 11038 C5orf30 MAP2K5 PARD6B CYFIP2 KDR KIT GFRA1 ACVR1 POSTN IGF1 RGN DUOX1 B4GALT1 CALR SEMA3A NRG2 LAMA2 CCL2 CCL7 CCL8 PGF CDK6 NFATC2 PDGFA TNS1 CCL13 AGER CCL26 TYRO3 MSX2 SLC7A11 GCNT1 JCHAIN PDPN EZR PLXNA4 TMSB4X RPS6KA5 TNFSF14 PDGFRB TIAM1 EFNA5 SHTN1 BMPR1B DAB2 CNN2 GPSM3 PRR5L FGF10 GPER1 TPM1 CD99 DNAJA4 SLIT2 FOXD1 RELN MAP2K1 ARHGAP18 CARMIL1 CD44 LAMB2 CELSR3 HBEGF FLRT3 ROR2 PLAU FGF18 SIX2 GPNMB ARRDC3 TERT AVL9 HRAS GTPBP4 JCAD IER2 NDE1 ETV1 PAK3 LEF1 EGFR CCL5 VCL SCN1B SPTBN5 MIF LAMA4 PTP4A3 SDCBP WWC1 FLRT2 EMX2 FZD4 FERMT3 TNFRSF11A CLASP2 SCG2 IL17RC APBB2 MSTN PRKCE TRIB1 JAM2 VTN TRPM2 NRP2 DDR1 BCL2 EPHB2 PLXNB3 SOD2 RHOA PIK3R1 PTN DNAH1 SLC8A1 PRAG1 ARHGEF39 IFITM1 SERPINE2 SLIT3 TUBB2A TP53INP1 GREM1 BDNF VEGFB FERMT1 CCN2 TUBB2B CCBE1 LIMCH1 DUSP1 GNAI2 DNAH5 SWAP70 BMP2 PLK2 ITGA4 BDKRB1 CXCR6 NANOS1 ELANE PRSS3 SERPINF1 MAP2K3 TNFRSF14 ANG FAM107A TACR1 TNFRSF12A PTGER4 ITGA1 RCAN1 ITGA2 TNFRSF10B TRIO PLAT SERPINE1 SEMA3B F2R PLXNB1 DOCK10 ABCC1 ADORA2A MCTP1 ZEB2 WNT5B EFNB2 SLC7A8 SMAD7 FOSL1 SLC3A2 CSPG4 ADA GCNT2 DLX5 ASAP3 KIRREL3 ACKR2 STX3 PTCH1 F2RL1 COL1A2 VASH1 HSPB1 CDK1 DAPK2 PLA2G6 CYP19A1 LOX SPATA13 ADAM10 VEGFA DLC1 MGAT5 FAM83D ESAM STK26 EGF ACTN4 RND3 PSPN TNFRSF10A PTPRU BST2 TGFBR2 ANXA1 OR51E2 VLDLR ADARB1 SHC3 SHROOM2 CDK5R1 EVL NRG4 TNFAIP6 KIF5B P2RY6 SDC2 DAG1 LAMA3 APOB MAP4K4 TNS3 DNAAF4 CTHRC1 SLC7A7 RGCC LOXL2 SEMA4G GPI PDLIM7 NTRK3 TCAF2 AFDN SPINT2 RHOBTB1 NOX4 SULF1 ISL2 CEMIP ANGPT1 MYO18A TCAF1 GPR173 CEND1 EXT1 WNT5A ADAMTS1 PALLD CXCL12 ATOH8 ARHGEF5 MMP14 STC1 SPTBN2 DUSP3 ACVRL1 CELSR1 CD74 TEK PPARGC1A SOX9 ACVR1B ARHGEF16 ITGA11 GPC4 CH25H CMTM8 PROS1 DPP4 NR4A1 KLF7 LGMN JAGN1 SOX18 GPC3 TMSB15A CCN3 GAS6 FGF1 CHN1 PIK3CD IL16 COL18A1 SIRPA PODXL SSH2 NDNF ILK BCAS3 SEMA4B CORO6 FAP ACKR3 JUN ENPP2 SPHK1 C5AR1 LAMB1 C5AR2 LGALS9 ITGB2 MYH9 CDKL5 IL1R1 AXL APPL2 PDE4D ARID5B AGO2 VCAM1 ICAM1 KANK1 DIAPH1 DOCK8 IGFBP5 FLNA GAB2 PSTPIP2 SAA2 FBXO5 SAA2-SAA4 IGFBP3 TGFBR1 CYGB S1PR1 SGPL1 SINHCAF SAA1 CCL20 PRKD1 UNC5B PLP2 SDC1 MATN2 CYP1B1 SSX2IP ADGRG1 SEMA5A MCOLN2 CMKLR1 WDR63 EPB41L4B TGFB1 CDH4 MPP1 SLAMF8 FOXC1 FN1 FGR SELPLG IGSF9 PSG1 NR4A3 CORO1C VEGFC ATP1A2 DEPDC1B DNER SSH1 EDNRB CCN1 CCL28 SUN2 IRS2 MEGF10 TMEM102 NRCAM KLF4 MMRN2 EPB41L5 RHOB CAV1 PLCB1 CXCL16 KLRK1 MET CD248 SRPX2 PLD1 HAS2 CX3CL1 LAMA1 PKN3 RAPGEF2 SPOCK1 GDF7 ADAMTS12 MCAM FRMD5 NEDD9 THBD VSIR ADAMTS9 DOK4 SH3RF2 FAT1 OXSR1 ID1 PLD2 MMP28 TMEFF1 TBXA2R RAC2 F11R BMPER HDAC9 TSPAN11 NSMF ENG VSTM2L AJUBA MAP1B LMO4 AMOT ACE FGF7 GAP43 LPAR1 TRPV4 IL12A VAV3 TNFSF12 PTPRM CDH1 FOXP1 SGK1 CD151 PHLDB2 EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 LRRC6 ITGBL1 ITGB3 CYSLTR1 MDK FSCN1 CATSPER1 LAMA5 PC CD177 NOG TRIM25 CARD10 VASP ZC3H12A APELA MBOAT7 GRB10 SEMA7A MMP1 TMSB10 AMOTL2 CFL1 F3 DDIT4 NECTIN1 APOD GYPC SLC9B2 HDAC5 LTB4R2 LBP CAMK2B NEO1 ERBB3 RHOBTB3 SIX1 GDNF EGR2 ASPM ITGB4 SEMA6B ID2 ITGB8 STARD13 SPRY2 SIX4 KIF20B ZSWIM5 LHX9 ING2 PLPP1 DDR2 TMSB15B PTPRC PDE4B MMP12 CD24 NET1 SPARC THBS1 PAK4 TRIM13 EPHB1 KIF14 TGFBR3 ITGA5 MDGA1 SYNE2 DCDC2 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM DNAH2 GRIN2A IL1B RTN4 WASL CSF1R CCSAP PIP5KL1 IGF1R LEP NDRG4 MYPN AGT PLAUR S100A2 GPLD1 GPR37 DOCK4 PBLD FGF2 STAT5A DOCK5 DISC1 RHOD GRB14 LRATD1 GNRH1 HCK SCARB1 MYOCD FBLN1 RNF41 ALCAM PLXNA3 GLI2 RIPK3 CAMK1D ANLN EMP2 CD200 SH3BP1 NEDD4 HMGB2 SRGAP3 NAV1 CTSH RARRES2 ATP1B1 KITLG CCDC39 EPPK1 ITGB1 PREX1 NRG1 INPP5B IL33 ROBO3 ADGRA2 ENPEP ADRA2A LYST MCC AGTR1 AUTS2 PRKG1 AGRN NOTCH1 SEMA3C HIF1A EPHA4 CSF1 FOXO3 SPTBN4 RECK RIPOR2 MEGF9 MAPRE2 DCN HSD3B7 SPOCK3 NRXN3 RRAS ROBO4 ECM1 SVBP PTPRJ HOXA7 ITGAV CCN4 SFRP2 POMK MYH10 IL6R CAVIN1 PDGFD GTSE1 TMEFF2 EMILIN1 CYP7B1 SPTB MST1 LDLRAD4 ARHGDIB EPHA2 PRCP AP1AR ADORA1 DDX58 PTPRO DPYSL4 ATP2B4 SLC8B1 PECAM1 AMOTL1 NFASC SNAI1 CFAP69 TNFAIP3 CXCL8 CXCL6 PF4V1 CXCL1 PF4 CXCL5 CXCL3 MESP1 LDB2 SEMA6C CXCL2 SMURF2 ARSB NR4A2 ZSWIM4 HSPA5 MAGI2 GCSAML PTPN22 SEMA3E ADGRL3 C5 FUZ DNAH7 NTN1 JMY JAG1 FOXC2 ROBO2 APOA1 NTN4 BAMBI IL12B CCDC88A EFNA4 EFNA3 EFNA1 KRT16 STRIP2 LIMA1 ADIPOQ SLC7A5 IL6 FYN ASTN1 NPHP4 NRP1 IL27RA MID2 LRP1 IDH2 PLXNA2 NKD1 DCLK1 LRRK2 LAMB3 CMTM3 PLEKHG5 TIE1 DIXDC1 PRKCA WNT3 ABL2 PDGFRA BMP4 TUBB3 PARP9 NTF3 MITF JAK2 SNCA NAV3 EREG CDH13 IGSF10 ALOX15B BEX4 OLR1 ACVR1C JUP CITED2 CDH2 COL3A1 EPHA5 OSGIN1 PROX1 DOK5 PODN PTK2B PIK3R3 SEMA5B BTC APOE TRPM4 AKAP12 CD9 FLCN TTLL1 TGFB2 ITGA6 PYCARD CLDN1 PDGFC GLUL NEXN CD274 SFRP1 P2RX4 DUSP10 MYLK P2RY1 RAP2B ZNF703 ARHGEF2 GATA2 ACAP3 LAMC2 LMNA EPHA3 ERBB4 TGFB1I1 EPHB3 SRGAP1 VAV2 HAS1 CORO1A ENAH FPR3 FPR1 ARPC5 CX3CR1 WDR66 COL5A1 FSCN2 NTRK2 LGALS3 BST1 PTGS2 HES1 MEF2C LRRC15
## 14811 ARHGAP11B BYSL MAP2K5 PARD6B ZFP57 WNT3 HHAT ADAM19 CYFIP2 LRRC32 KDR PKP4 KIT CHST11 GFRA1 TXNRD1 INSRR ACVR1 SMARCD3 CRABP2 SAMD14 NES CEBPB STAB2 TIMM8A IQGAP3 POSTN IGF1 PMCH NEK3 BGLAP SFRP4 HIST1H3H RGN MYL9 DUOX1 KIAA1217 FZD8 FAM20C TLX2 EN1 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR MINAR1 SOX6 SEMA3A NRG2 LAMA2 AFF2 RDH10 SIDT2 RIDA CCL2 SVIL SCIN CCL7 TSKU CDC42EP5 RAB26 CRYGN PGF TAGLN NYAP1 CDK6 NFATC2 PENK CLOCK PDGFA CDH6 CCL13 PCNA AGER TRIP13 TYRO3 CLEC3B XKR5 ALPK2 PCDH18 NR1D2 MSX2 ROS1 PPP1R9A IL17D SLC7A11 TIMP4 TNFSF9 MYO19 GCNT1 TNFAIP2 FABP5 PDPN EZR DSP PLXNA4 RPS6KA5 TNFSF14 PDGFRB PDLIM2 HOXA11 TGIF2 TIAM1 EFNA5 OSBP2 COL11A2 ROM1 BMP6 SHANK2 LGR4 SHTN1 BMPR1B CTSB DAB2 DIAPH2 NOTCH4 CNN2 PCOLCE RORA NINJ1 CTNS LOXL3 HELLS DNMBP P2RX5 C3 GATA6 TRPC4 FGF10 PSMB8 HSPA1A VPS13A GPER1 PSMB9 ANK3 CDSN TPM1 ANKRD2 PKD1 COL13A1 SERINC5 SLIT2 FOXD1 JAK3 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 HCN1 SOCS1 NOLC1 CD44 CDX1 SLC26A6 LAMB2 ATP11A CCND1 ST8SIA4 OSR2 YWHAQ KAZN FOXI1 RNH1 TMEM178A NME5 SCARF1 CELSR3 HRH2 POC1A MOSPD3 HBEGF CEBPD EPM2A CCDC36 ARVCF FLRT3 MACROD2 PAQR8 TCIRG1 UBR3 ROR2 DNMT3B FGF18 SIX2 GPNMB ARRDC3 TENM2 GINS1 MYH11 STON2 TERT IL7R WASHC2C ZNF358 HRAS ANGPTL4 IER3 HMX3 NFATC4 GRHL1 MMP11 FZD5 NFKBID JCAD L3MBTL3 IER2 GPCPD1 DHCR7 MLXIPL NDE1 MICALL2 ETV1 RRM2B PRKDC RTTN PAK3 LEF1 RBM47 EGFR VCL SCN1B NOCT KAZALD1 SPTBN5 TSPY2 RFLNB BATF LAMA4 TGFB3 MEF2B SDCBP BORCS8 ARSE LRRC4C CDH24 SMTN CEMIP2 BORCS8-MEF2B FZD7 HDAC11 MAFK MANF CATSPERG FLRT2 EMX2 PKM CNTF FZD4 FERMT3 TNFRSF11A CLASP2 NR1D1 ADA2 THRA SCG2 WDR19 PMS2 APBB2 MAGED1 ERRFI1 TPBG MSTN CLMN CFLAR SH3GL3 IL1RAPL1 NR2F1 DHFR TRIB1 THRB JPH2 SALL2 CHRM2 GSTK1 LTBP4 VTN CEBPA TRPM2 AKR1B1 NRP2 KREMEN2 ACTA2 SREBF1 IGF2 DDR1 SYNE3 TREH BCL2 PHLDB1 SMPD1 RPS6KA2 NAA15 CNNM4 EPHB2 KIF13B PLXNB3 SOD2 TCTA RHOA PCSK2 MICALL1 LRP5 PSD ODC1 ENPP1 PIK3R1 PTN HIPK2 CCDC154 FNIP1 DNAH1 NIN SLC8A1 PGM3 TOX PRAG1 CA9 SLC5A3 SERPINE2 SLIT3 BFSP1 AIMP2 BGN EPAS1 TUBB2A HSPD1 GPM6B GREM1 CEBPG BDNF PRR7 GDA H2AFX PLOD1 HK2 SYNGR3 SAMHD1 PNP PFKFB3 VEGFB PKP3 FERMT1 RANBP3L COL17A1 EGFL8 SLC38A3 CCN2 TUT7 OLFM2 TUBB2B FMN1 NEBL CCBE1 COL25A1 EIF2AK3 MMP16 DNAH5 SWAP70 RIMS1 SERPINB5 BMP2 SBF2 RHOQ ALDOC LRFN5 RARB FOXO1 KLF10 NUDT1 DACT1 PLK2 MEIS2 CCNB1 YWHAH IRF7 LIF GPR17 LIMS2 RAB3A ATP8B1 NUMBL FANCC TMEM135 RAP1GAP2 ITGA4 CREB3L2 ECE1 METRN NANOS1 VAMP5 LPCAT1 PKDCC SERPINF1 EDA2R SPRED3 ANG RRM1 SLC1A3 MYC DEAF1 CCDC78 OSR1 EFEMP1 SERPINB7 TNFRSF12A TMEM204 PTGER4 RFX2 KDM7A ITGA1 CHD7 RCAN1 ITGA2 SLC6A4 BZW2 CTSC IFNE ITPR1 GPR65 TRIO SERPINE1 TFAP2A RANBP1 ENC1 AFF4 MAP2 SEMA3B F2R ZFR COL5A3 PLXNB1 RTN4RL1 RUNX3 DOCK10 ID4 STAT1 ASXL2 ADORA2A NAIP CYP26B1 SYF2 KLF2 PCDHA3 EXPH5 MEST WDR62 LZTS3 ZEB2 WNT5B INPP5J EFNB2 E2F8 QARS PCDHAC2 DLX6 FANCD2 NRIP1 UCN SALL4 LIAS MAP1A ADM FRY KIF18A NFKBIA INHBA XRCC2 PPAT SMAD7 FOSL1 CSPG4 ADA GCNT2 DLX5 TTC7A AHR DAAM1 PSPH B2M DMD MXRA8 KIRREL3 ASAH1 DMRTA1 NXN TNFRSF19 BRCA2 UCHL1 ACKR2 TNFRSF1B MPV17 ANKH STX3 ANK2 ARL3 SIPA1L3 GPRIN1 PTCH1 ADAMTS16 BATF2 F2RL1 NRGN COL1A2 VASH1 HSPB1 GDF6 CDK1 STC2 CAPN3 CYP19A1 LOX ASNS LFNG MAFF SYN1 PLOD3 ADAM10 RUNX1 VEGFA DLC1 CAPZB CDNF FAM83D E2F2 RFX8 PSME4 ID3 LTF EGF ACTN4 HNMT RND3 PSPN HCFC1 COL12A1 FKBP1A COL4A4 TACC3 ANGPTL6 PTPRU MYORG VNN1 NPR3 BACE2 FRMD6 EXT2 MYRF TGFBR2 ANXA1 HSPB7 SOX4 VLDLR FZR1 ADARB1 ADAMTS3 S1PR3 SHC3 CDH7 MN1 SHROOM2 SLC1A2 DPF1 PPIB CDK5R1 ALX4 EVL NRG4 REC8 PCDHB3 ITFG2 PCDHB11 PRDM16 PCDHB12 FKBP4 PCDHB10 PCDHB16 PCDHB14 PCDHB15 KIF5B VIT CACNA1C PIR SDC2 DAG1 GDF15 LAMA3 HMG20B SMIM14 UGDH APOB HOPX MAP4K4 COL4A3 E2F5 TNS3 DNAAF4 COL10A1 CDYL JADE2 CTHRC1 PLEKHA1 ACTG2 HTRA1 HPRT1 HSPB6 PLD4 TSSK4 RGCC FRZB LOXL2 TRERF1 TXLNG WDR35 SEMA4G BAG3 MYO1D RIMS2 ARNT2 HECW1 CYB5D2 GPI CPQ VWA1 PCDH17 PCSK4 FHL3 PDLIM7 RSPO3 STK36 NEDD4L CDKL3 NTRK3 TPI1 TCF7 AFDN TET3 FAM171A1 SPINT2 RHOBTB1 NINJ2 MYO10 RELT HLA-B UST DOCK11 MAMLD1 NOX4 SEC24D IBSP ADGRG6 PUS7 SULF1 ISL2 ZC3H8 ANGPT1 GCNT4 HMGCL MYO15A GPR173 POFUT2 LOXL1 GPR157 CEND1 EXT1 PLAAT4 FZD1 RSPO2 DNMT1 CES1 WNT5A SPATA5 SPP1 PLAAT3 SFMBT1 PKD2 ITGA8 ADAMTS1 PALLD ADAMTS5 SLC4A5 PRR15 SPRY1 HPSE NPAS1 APOL2 DHRS3 MBD2 UBASH3B FGFRL1 SRGN CXCL12 ATOH8 CERT1 CDH18 MATN3 GHR ZFP36 CLU TNFRSF11B NHS NKX3-1 AFF3 MMP14 NUP93 STC1 SPTBN2 LDLR ACVRL1 IGFBP1 CELSR1 MYOZ2 CD74 HIST1H3B TEK OMA1 STRADB PLPP4 HMGCR PPARGC1A MYCL SOX9 PPL ERG ACVR1B ITGA11 HDAC10 SIGLEC15 GPC4 AMIGO2 KCNAB1 TFDP1 IGFBP7 WTIP BTN2A2 PTER HS6ST1 MAL2 NAV2 CMTM8 FJX1 DKK2 PCSK5 HMGB3 COL27A1 CDC25B SELENOP NR4A1 KLF7 JAGN1 ZNF488 HFE SOX18 GPC3 CCN3 TTLL7 GAS6 NRN1 MFSD2A TMIE CST3 FGF1 TIPARP SCML2 SPRY4 BBC3 FBN1 KRT80 CHN1 PIK3CD ZFP36L2 WARS NNMT TPP1 CLMP CLSTN2 AGPAT5 COL18A1 ADRB2 ZBTB16 MAPT ELL3 RIF1 SLC25A27 PODXL POLM FAT4 SSH2 TOP2A NDNF COL15A1 ILK INSIG1 APBB1 KCTD11 STMN1 NSD2 KRT86 KRT7 BCAS3 SEMA4B KRT81 FAP ERMARD WNT2 ACKR3 KLF6 FKBP1B JUN NME1 ENPP2 SPHK1 MBP COL8A2 COCH C5AR1 LAMB1 SLC4A7 NR1H3 HPGD LGALS9 RHOV ITGB2 MYH9 CDKL5 EBP ALPL AXL FOXN3 APPL2 XYLT1 INTU PDE4D SH3TC2 ARID5B ACAN ETS2 AGO2 SCARA3 DNAJA3 IL1RL2 PPP4R4 CHAC1 VCAM1 CKB ICAM1 CACNA2D2 PATZ1 KANK1 PDE5A DIAPH1 IL18R1 MMP19 CD1D IGFBP5 FLNA PTHLH KRT33B GDF11 GAB2 PCDH19 LRP8 PTX3 NPAS2 TMEM38B TSHZ1 FBXO5 CEP152 LTBR HAPLN3 IGFBP3 NTM C9orf116 MICAL2 ARHGAP26 ESCO2 CDC42EP3 GPX4 ASPN TGFBR1 OMD KRT5 TCF21 EXTL1 EYA4 RXFP1 DMC1 TMEM98 LRRC17 S1PR1 BRIP1 VIM MALL SGPL1 TRNP1 FZD2 PINK1 IFI16 MEIOC ARHGAP33 PRKD1 UNC5B ADGRF5 SDC1 MFGE8 LCTL MATN2 CYP1B1 NFIA CRIM1 XKR9 SULT1B1 WDR36 EHD1 ZGLP1 KNL1 IL34 ADGRG1 SEMA5A SYBU TNNT1 PLK4 KRT4 CMKLR1 STIL FOXQ1 MCOLN3 WDTC1 TSPY1 G2E3 SH3D19 TGFB1 HYDIN TMEM91 CDH4 SH2B2 COL14A1 CCNB1IP1 SLAMF8 PER2 VMP1 KRT18 PTPN3 CTNNBIP1 HES6 FOXC1 KRT8 LDB3 FN1 TNC PPP1R13L TMEM119 FGR GJC1 IGSF9 TNIK C21orf91 CDH10 HMGCS1 FOXD2 NR4A3 CORO1C CRISPLD1 THSD7A VEGFC CSGALNACT1 ISLR2 PEG10 TGFBI PID1 E2F1 PARP2 NPHP1 DNER DDAH1 PDLIM1 SSH1 IFT122 EDNRB PRNP CCN1 BTBD8 RASSF2 NLGN2 AQP1 SUN2 IRS2 IRF2BPL COL6A3 DPF3 PAX9 MEGF10 PRICKLE1 SIK1 GLDN TLE6 COL9A2 VDR PRICKLE2 LARGE1 FGF11 ACACB ANTXR1 CALM1 COL11A1 PALM2-AKAP2 ADAMTS7 SLC2A14 TJP2 NRCAM KLF4 MMRN2 TNS2 EPB41L5 RHOB MYOZ1 CAV1 ADRA2C TENM3 MSC JUNB HNF4G PLCB1 ASB1 DHRS9 ZMYND15 PARD6A TRPC6 STK40 HHIP HIF3A CAPN1 MET CD248 ZFP14 SRPX2 POLR1B CAPRIN2 TANC2 ARNTL HAS2 DMBT1 TLE2 MYH3 EGR1 CX3CL1 LAMA1 KMT2D C6 COL7A1 STRA6 CCNA2 USP1 RAPGEF2 ALDH1A3 ITPKA WDR74 ABAT SPOCK1 GDF7 ROR1 ADAMTS6 ADAMTS12 MCAM FST NOX5 HOXD9 HOXD4 TEAD2 HIST1H3E CBL HOXD1 COL4A2 FSTL5 ZHX2 VSIR HIST1H4H COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 LRP2 HACD1 ID1 CDKN1C FAM210B TMEFF1 TBXA2R RAC2 COL16A1 F11R IL7 ZMYM5 BMPER HDAC9 MUSK NSMF COL6A1 ENG VSTM2L HSPA9 DYNC2LI1 AJUBA DNAJB9 MAP1B FARP2 BCHE LMO4 KLHL3 SSTR1 HHEX AKR1C1 AMOT RTKN2 ACE FGF7 BMP2K GAP43 ATP10A PHLPP2 SIM1 LPAR1 CBR1 EZH2 TRPV4 ANXA6 TNFSF10 IL12A RSAD2 TMOD2 VAV3 CDH3 TNFSF12 PTPRM BCAR3 ZNF365 GABRB1 STMN2 MTERF4 C1QTNF5 PRDM1 S1PR5 BCL2L1 CAVIN4 FSTL3 CDH1 NPY1R ZNF135 CENPU NCAM2 RGS2 MMD LSAMP PRDM6 FOXP1 AKR1C2 LZTS1 PLS3 ZFP36L1 DYRK1B RIPK4 SGK1 TMEM100 MYH15 ESM1 CD151 AKR1C3 OBSL1 RBP1 FURIN MORF4L2 INHA RASGRP1 PHLDB2 EDN1 HEY1 AK4 PTPRF CNGB1 THY1 HMOX1 EPOP TLR4 ECT2 NPAS4 ACTB CYP26A1 GJB2 FMNL1 LRRC6 FGF14 CSF2 CDKN2C ADM2 COL6A2 ITGB3 RAPH1 MDK APLP1 CHKB AKAP6 ADAMTS4 SPEG PLP1 CATSPER1 MFNG LRRN3 HIP1R HOXC13 IMMP2L GBP1 LAMA5 PRL ZMIZ1 HOXC11 NCOA3 HOXC4 NOG TPD52 CARD10 FGL2 SULF2 DOP1B VASP MMP8 SLC20A1 ZC3H12A APELA MBOAT7 GRB10 SPATA9 KDELR1 SEMA7A APBA1 MFAP5 CALM3 BRINP1 MYLK2 TRABD2A MAFB NLN FOXS1 CEP120 AMOTL2 CFL1 F3 DDIT4 NECTIN1 CCNO APOD SLC9B2 HDAC5 BDH2 CAMK2B KRTAP1-5 PPARGC1B NEO1 ERBB3 RHOBTB3 CDC42EP1 HIVEP3 LAG3 SIX1 GDNF EGR2 ADAMTS2 MYOF KCNK3 ASPM ITGB4 ROGDI TOP1 PAPSS2 PRDM15 SEMA6B BRCA1 LEPR ID2 ADAM22 MKNK2 TG FBN2 ITGB8 STARD13 SPRY2 SIX4 TBL1XR1 PRTG LDHA KIF20B ZSWIM5 LHX9 NFE2 CEP55 ING2 RTN4RL2 LIG1 SLITRK1 PHC2 UHMK1 RBP4 MAOB DDR2 CNN3 MMP15 SERPINI1 MSI2 PTPRC CRIP2 DBP CENPE MMP12 ACVR2B BCL2L11 CD38 CHRDL1 CD24 CHST2 EFHC2 MYL6 RILPL2 SPARC THBS1 HSD17B7 NGEF PAK4 PTGDR RGS4 SNORC ZNF219 TRIM13 UNC13D DACT3 SLITRK6 NDRG2 EPHB1 ZNF281 ODF2 KIF14 AURKA TGFBR3 OXTR ITGA5 MDGA1 ZNF385A SLC17A7 WDR78 SPTLC2 MYL2 APLN MTSS1 PBX1 LRIG1 SYNE2 DCDC2 KLF5 COL1A1 PLXND1 GPC1 TYMP EFNB3 MYADM SOX5 ATP5IF1 DHRS2 FGF5 GRIN2A BOK NFKBIZ LRFN1 IL1B RTN4 LATS1 WASL CSF1R CRIP1 AARD C1QL1 LRRC4 GNAO1 CCSAP KRT10 INHBB PLCD3 ADGRB2 IGF1R NOTCH2NLC IL11 PTGIS TMEM107 RFLNA RECQL4 LEP PLXDC1 NDRG4 PLPPR4 MYPN AGT S100A4 ALDH5A1 BLNK MGMT AURKB NPM2 GPLD1 S100A13 KDM6B COLQ CD4 RPS6KA1 B4GALT5 FLNC MMP24 FLT3LG HES4 ZNF804A PBLD HNRNPAB FGF2 STAT5A DHCR24 CHSY1 DISC1 SSC5D RHOD RBM20 TENM4 SARS LRATD1 GNRH1 CAMK4 CREG1 MAP3K5 HIST2H4A PFAS HIST2H4B CCNB2 HLA-DRB1 MYO1E HCK BHLHE40 MSH2 GNB4 PPP2R1B SOCS3 RAMP1 CELSR2 BICD1 MOSMO MYOCD FBLN1 CNR1 RNF41 ALCAM PLXNA3 ACTR2 ISG15 GLI2 RIPK3 CAMK1D TMEM88 CSRP1 ANLN EMP2 CPE NOTCH3 NRBP2 AACS ETV7 ZFHX3 TBX19 SH3BP1 NEDD4 WLS PCSK9 HMGB2 SAP30 POPDC2 NAV1 CABYR CTSH ZIC4 SCN2A FLNB RARRES2 SMAD6 ZIC1 SMOC1 PALM KITLG CCDC39 WNT7B MAMSTR MOV10L1 MEIS1 EPPK1 PRKCH DUSP6 MSLN LMOD1 SORT1 EBF2 ITGB1 IRF1 PREX1 CC2D2A ATP2B1 MTF1 PLCE1 KLF15 MKX NRG1 SCRG1 INPP5B IL33 EPOR SHANK1 RIMBP3 ROBO3 PTH1R CTF1 LTBP3 DTYMK ELN FGFR2 ADGRA2 DMPK SYPL2 TFRC ENPEP MYL3 AMIGO1 AGTR1 SHISA2 AUTS2 NID1 PDLIM3 BNIP3 PRKG1 ARRB1 SPAAR TMEM131L DKK1 LRP4 LBH AGRN LPAR6 NOTCH1 MYCBPAP SEMA3C UGCG STAT2 FGD4 OAS2 SPATA20 EXOSC6 APOLD1 HIF1A RCN3 IL11RA EPHA4 AARS EGFL7 ARMC4 ARHGAP22 VCY1B ITGA7 SYT2 ITSN1 TSPAN12 GAA MNS1 THBS2 LGR5 LGALS1 RNF207 CSF1 BLOC1S1 TTPA MYOM1 HSPA2 INSIG2 TIMELESS COL8A1 FOXO3 GMNN TLR2 PPDPF SPTBN4 RECK PRDX1 RIPOR2 APCDD1 KBTBD8 MEGF9 TET1 SCX LUM IFRD1 DCN TRIOBP RYR2 ATF4 NRXN3 PLEKHA4 CD109 TIMP2 RRAS ROBO4 P3H1 SATB1 FSTL1 CHRM3 NRROS ACTN1 ECM1 WASF3 FMN2 CCIN RNF157 HIST4H4 GREM2 HERC6 PRRX2 ITM2C MYL12A CTH PTPRJ HOXA7 HOXA4 ITGAV POLQ ADAMTSL4 EIF4EBP1 CCN4 DONSON MGP FOXN2 SFRP2 TLE3 ALX3 RACGAP1 POMK CREB3L1 MYH10 MELTF DCHS2 IL6R CNTN3 EXO1 CADM1 ANKRD1 PDGFD FRYL SOCS2 NASP NUPR1 SLC6A17 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP INSC RBM15 CYP7B1 SPTB MST1 NOTCH2 ANKRD6 CTSK DGKG CRLF1 LDLRAD4 BMP1 AMH ETV5 GDF5 VKORC1 ARHGDIB PKP2 EPHA2 CALCRL PRCP AP1AR ADORA1 SCN2B ZBTB18 NEGR1 ARHGEF19 KRTAP2-2 FASN GLI1 TYMS WWOX CDH8 CHI3L1 PRRC2C PTPRO MAF DDIT3 IFNGR1 FAT3 DPYSL4 BTG2 INHBE PRELP PROK1 TLE1 ATP2B4 PCK2 PECAM1 AMOTL1 PBXIP1 PIWIL4 LHFPL2 G6PD ZNF423 NFASC SNAI1 SEZ6L2 TNFAIP3 TM4SF1 ERCC6 CXCL8 CDH11 KIF26B CXCL1 PF4 SMYD3 SLC2A1 ATAD5 PAQR5 POLE PCLO KRT34 ADAM12 NCS1 GPRC5B FGD6 TM4SF4 ARHGAP24 TNFSF4 CHURC1 MESP1 LDB2 ETNK2 SEMA6C SMURF2 EAF2 ARSB NR4A2 NLRP3 DLX1 TBX3 CHURC1-FNTB ZSWIM4 HSPA5 TSSK2 ANPEP MAGI2 NAGLU DAAM2 ASS1 PTPN22 CRYGS SEMA3E ADGRL3 TRIM58 GDPD5 EBF1 RAB29 VCAN GYS1 CCNF KRT32 DLG1 RAB7B GNPNAT1 FUZ NPTX1 NTN1 SORBS2 TTC9 CD83 NPY2R CSTA DLX2 JAG1 PRPS1 DYRK3 ARHGEF9 FOXC2 ROBO2 NKX6-2 APOA1 NTN4 JARID2 PRDX4 HAPLN1 RBM38 KRT15 MELK HOMER1 BAMBI CACYBP KRT19 KRT9 KRT14 IL12B SLC10A7 SECTM1 CCDC88A NREP SERPINH1 CLTCL1 EFNA4 EFNA3 EFNA1 KRT16 STRIP2 EVI2B OLFML3 ADIPOQ BTBD3 GADD45B FANCA MYLIP PAPPA2 IL6 CHEK1 CIT FOXP2 FYN BAIAP2 UGT1A1 ASTN1 ABCA2 GSN EDIL3 RGS9 NPHP4 MAP6 NRP1 ALDH3A2 ATP7B ERMN ABCD2 TAF4B IL27RA LRP1 SAT1 MAFG BCL3 ATXN1 NCAPG2 CRYAB HMGA2 IDH2 PLXNA2 NKD1 AXIN2 DCLK1 KRT17 LRRK2 SETDB2 RBM24 TCF4 LAMB3 CMTM3 CMIP SAPCD2 TIE1 HSD11B1 ASF1B EDNRA DIXDC1 WDR77 THBS3 ISM1 PRKCA AZI2 IRF6 POU2F2 UTP25 SIPA1L1 FANCG ABL2 PDGFRA BCL6 LMO2 IRAK3 COMP CDO1 KCNH1 ACP5 CYP27B1 AVIL PGK1 CDC20 BMP4 CSRP2 HSD17B2 E2F7 TLR3 TUBB3 EPGN PACSIN2 NTF3 DGAT2 MITF PIM1 JAK2 NEK2 SNCA CPAMD8 PRLR ADGRL1 NAV3 EREG GRIP1 RASA1 MTHFD1L SHROOM3 CDH13 CNTNAP1 APAF1 ALDOA CAP2 IGSF10 ALOX15B BHLHE41 CD160 SCN9A ATF3 PIAS3 ABLIM1 BATF3 TSPAN2 NGF ACVR1C VANGL1 PMP22 JUP KMT2A SYT1 GIP LRIG3 CITED2 TUFT1 CDH2 IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 OSGIN1 AREG PROX1 DOK5 MCM2 PTK2B CENPF PIK3R3 B4GALT2 KCNK2 IGSF3 SEMA5B APOE TACC2 SGCD PTGFRN FAM3C CEMP1 TRPM4 TCIM ALOXE3 SYNJ2 CCDC24 MYB ZNRF3 CD9 PLD6 FLCN TTLL1 KIF27 COL5A2 HES7 KREMEN1 IL18 TGFB2 ITGA6 TENT5C TXNIP PAFAH1B3 CLDN1 P2RX7 PDGFC PTPRQ GLUL NEXN MFAP2 FLG HRNR CD274 SFRP1 NOTCH2NLA P2RX4 DCLK2 IL1RAP RAD54L HLX DUSP10 MYLK RELB P2RY1 GINS4 SLC40A1 TBX15 ZNF703 LIN7A FAM20A TRAPPC9 RRS1 SPRR2D FN3K ARHGEF2 PDE3A ANGPTL2 SSR2 GATA2 ACAP3 WNK4 POU6F1 ANKRD11 LAMC2 LMNA EPHA3 TRIM16 DPY19L2 ERBB4 PHGDH CBFB TGFB1I1 EPHB3 AP2M1 VAV2 LBR CSRNP1 CORO1A ENAH XIRP1 NTNG2 ARPC5 PSMD2 CX3CR1 BEX3 ORAI1 SYNE1 ULK2 CAT HSF4 ANXA2 COPRS PARP1 ITPKB DRP2 MME KALRN FHOD3 COL5A1 ESR1 ACTG1 FSCN2 NTRK2 LGALS3 SCN8A EHF WNT9A ATP2C2 PTGS2 GJA5 HES1 MEF2C KCNJ8 PDLIM5 RGMA PTCH2 HEG1 CPM DLX4 DLX3 POPDC3 OBSCN
## 439 MAP2K5 KDR ACVR1 STAB2 FZD8 B4GALT1 MINAR1 CCL2 PGF PDGFA TNFAIP2 PDGFRB NOTCH4 RORA C3 GATA6 FGF10 GPER1 PKD1 SLIT2 HSPG2 MAP2K1 RNH1 FGF18 GPNMB TERT ANGPTL4 NFATC4 FZD5 JCAD DHCR7 LEF1 LAMA4 CEMIP2 PKM FZD4 SCG2 CFLAR NRP2 ACTA2 NAA15 EPHB2 RHOA LRP5 PTN HIPK2 EPAS1 GREM1 HK2 VEGFB CCN2 CCBE1 EIF2AK3 FOXO1 PLK2 SERPINF1 ANG OSR1 SERPINB7 TNFRSF12A CHD7 SERPINE1 STAT1 KLF2 EFNB2 E2F8 ADM SMAD7 FOSL1 CSPG4 AHR COL1A2 VASH1 HSPB1 LOX RUNX1 VEGFA E2F2 EGF ANGPTL6 TGFBR2 ANXA1 SOX4 DAG1 APOB COL4A3 HSPB6 RGCC LOXL2 RSPO3 SULF1 ANGPT1 LOXL1 WNT5A PKD2 HPSE NKX3-1 MMP14 LDLR ACVRL1 TEK HS6ST1 PCSK5 NR4A1 SOX18 GPC3 CCN3 FGF1 TIPARP WARS COL18A1 NDNF COL15A1 BCAS3 FAP WNT2 ACKR3 JUN ENPP2 SPHK1 COL8A2 C5AR1 HPGD ITGB2 MYH9 AGO2 MMP19 TGFBR1 TCF21 S1PR1 SGPL1 PRKD1 UNC5B ADGRF5 MFGE8 CYP1B1 ADGRG1 SEMA5A TGFB1 FOXC1 FN1 GJC1 THSD7A VEGFC TGFBI DDAH1 CCN1 AQP1 PRICKLE1 ANTXR1 NRCAM KLF4 MMRN2 RHOB CAV1 JUNB HIF3A SRPX2 HAS2 EGR1 CX3CL1 LAMA1 C6 STRA6 RAPGEF2 ADAMTS6 MCAM NOX5 TEAD2 COL4A2 COL4A1 ADAMTS9 LRP2 ID1 TBXA2R BMPER HDAC9 ENG HHEX AMOT VAV3 TNFSF12 PTPRM PRDM1 ZFP36L1 TMEM100 ESM1 EDN1 HEY1 THY1 HMOX1 ADM2 ITGB3 MDK LAMA5 PRL ZMIZ1 NOG CARD10 ZC3H12A APELA FOXS1 AMOTL2 F3 APOD HDAC5 SIX1 BRCA1 LEPR ITGB8 STARD13 SPRY2 ACVR2B SPARC THBS1 PAK4 EPHB1 TGFBR3 ITGA5 APLN KLF5 COL1A1 PLXND1 TYMP ATP5IF1 IL1B PLCD3 ADGRB2 PTGIS LEP PLXDC1 AGT GPLD1 FGF2 SARS MYO1E SOCS3 RAMP1 MYOCD EMP2 NOTCH3 CTSH SMAD6 WNT7B MEIS1 ITGB1 FGFR2 ADGRA2 ENPEP AGTR1 NOTCH1 SEMA3C APOLD1 HIF1A EGFL7 ARHGAP22 TSPAN12 THBS2 COL8A1 RECK DCN NRXN3 RRAS ROBO4 ECM1 HOXA7 ITGAV SFRP2 CREB3L1 MYH10 IL6R PDGFD EMILIN1 RBM15 EPHA2 CALCRL PRCP CHI3L1 DDIT3 PROK1 PECAM1 AMOTL1 TNFAIP3 CXCL8 PF4 ADAM12 ARHGAP24 MESP1 TBX3 ANPEP SEMA3E JAG1 FOXC2 ROBO2 EFNA3 EFNA1 IL6 NRP1 LRP1 SAT1 HMGA2 TCF4 TIE1 EDNRA ISM1 PRKCA PDGFRA COMP PGK1 BMP4 E2F7 TLR3 EPGN EREG RASA1 CDH13 CD160 JUP CITED2 CDH2 COL3A1 PLCD1 PROX1 PTK2B PIK3R3 APOE SGCD IL18 TGFB2 GLUL SFRP1 MYLK GATA2 EPHB3 VAV2 CX3CR1 ANXA2 COL5A1 NTRK2 PTGS2 GJA5 HES1 MEF2C HEG1 DLX3
##
## [[3]]
## GOID NodeSize SampleMatch Phyper Padj
## 2554 GO:0062023 405 244 9.855088e-39 1.538379e-35
## 1090 GO:0031012 530 297 2.025335e-38 1.580774e-35
## 335 GO:0005737 11641 3768 2.288005e-31 1.190526e-28
## 218 GO:0005576 4151 1498 2.201830e-26 8.592643e-24
## 2215 GO:0044421 3364 1244 6.498209e-26 2.028741e-23
## 2237 GO:0044444 9787 3193 1.166699e-24 3.035362e-22
## 252 GO:0005615 3154 1159 9.261540e-23 2.065323e-20
## 380 GO:0005788 306 166 5.475273e-20 1.068363e-17
## 727 GO:0012505 4516 1565 7.379765e-19 1.279979e-16
## 926 GO:0030054 1316 527 7.332494e-18 1.144602e-15
## 470 GO:0005912 546 254 8.236350e-18 1.168813e-15
## 2609 GO:0070161 562 258 3.617471e-17 4.705727e-15
## 2251 GO:0044459 2880 1036 6.980566e-17 8.382048e-15
## 2226 GO:0044432 1358 529 3.052488e-15 3.403525e-13
## 2214 GO:0044420 53 43 8.362061e-15 8.702118e-13
## 375 GO:0005783 1929 713 2.624561e-14 2.560587e-12
## 701 GO:0009986 830 343 4.739609e-14 4.352076e-12
## 2009 GO:0043230 2120 773 5.817089e-14 5.044709e-12
## 3815 GO:1903561 2115 770 9.678975e-14 7.822708e-12
## 243 GO:0005604 95 63 1.002269e-13 7.822708e-12
## Term Ont
## 2554 collagen-containing extracellular matrix CC
## 1090 extracellular matrix CC
## 335 cytoplasm CC
## 218 extracellular region CC
## 2215 extracellular region part CC
## 2237 cytoplasmic part CC
## 252 extracellular space CC
## 380 endoplasmic reticulum lumen CC
## 727 endomembrane system CC
## 926 cell junction CC
## 470 adherens junction CC
## 2609 anchoring junction CC
## 2251 plasma membrane part CC
## 2226 endoplasmic reticulum part CC
## 2214 extracellular matrix component CC
## 375 endoplasmic reticulum CC
## 701 cell surface CC
## 2009 extracellular organelle CC
## 3815 extracellular vesicle CC
## 243 basement membrane CC
## SampleKeys
## 2554 ADAM19 HSP90B1 POSTN CALR LAMA2 CTSF SERPING1 CLEC3B MMP28 EFNA5 COL11A2 CTSB PCOLCE FGF10 COL13A1 HSPG2 LAMB2 KAZALD1 LAMA4 TGFB3 PKM LTBP4 VTN TECTA PTN SERPINE2 BGN LMAN1 GREM1 F12 MXRA5 TNXB COL17A1 CCN2 COL25A1 ELANE SERPINF1 ANG EFEMP1 CTSC SERPINE1 SEMA3B COL5A3 WNT5B CSPG4 FBLN2 ADAMTS10 COL1A2 PLOD3 COL12A1 COL4A4 ANGPTL6 ANXA1 ADAMTS3 CTSD VIT SDC2 DAG1 GDF15 LAMA3 COL4A3 COL10A1 SPARCL1 CTHRC1 HTRA1 LOXL2 VWA1 MFAP4 COL28A1 SULF1 LOXL1 WNT5A ADAMTS1 ADAMTS5 CXCL12 MATN3 CLU GPC4 IGFBP7 NAV2 COL27A1 GPC3 CCN3 ADAMDEC1 FBN1 SOD3 A1BG COL18A1 ORM1 ORM2 COL15A1 WNT2 ADAMTS15 COL4A6 COL8A2 COCH LAMB1 LGALS9 ACAN SCARA3 ICAM1 ASPN OMD OGN ECM2 AEBP1 MFGE8 MATN2 COL4A5 TGFB1 COL14A1 ADAM11 FN1 TNC TGFBI SERPINA3 TIMP3 CCN1 COL6A3 COL9A2 COL11A1 THSD4 MMRN2 LTBP2 FBLN5 COL24A1 SRPX2 ABI3BP LAMA1 COL7A1 TINAGL1 SBSPON COL4A2 COL4A1 ADAMTS9 TMEFF1 COL16A1 IL7 COL6A1 ANXA6 SERPINB9 CSTB CD151 COL6A2 MDK APLP1 ADAMTS4 LAMA5 FGL2 ANXA8 MMP8 SEMA7A MFAP5 F3 EFEMP2 ADAMTS2 NID2 FBN2 SRPX SPARC THBS1 SNORC COL1A1 GPC1 AGT S100A4 COLQ SLPI SSC5D FBLN1 PLSCR1 DPT CTSH RARRES2 SMOC1 EMILIN3 LTBP3 ELN FGFR2 NID1 CPA3 CCDC80 AGRN EGFL7 THBS2 LGALS1 COL8A1 A2M MEGF9 LUM DCN TIMP2 P3H1 ECM1 ADAMTSL4 MGP SFRP2 TMEFF2 EMILIN1 CTSS INHBE FMOD PRELP PF4 VCAN DLG1 NTN1 APOC3 APOA1 NTN4 HAPLN1 SERPINH1 ADIPOQ PODNL1 EDIL3 LAMB3 THBS3 COMP CILP BCAM CDH13 CDH2 COL3A1 PODN APOE COL5A2 TGFB2 ITGA6 C17orf58 P3H2 S100A10 MFAP2 FLG HRNR SFRP1 ANGPTL2 LAMC2 TGFB1I1 ANXA2 COL5A1 HMCN1 LGALS3 PRG4 LRRC15
## 1090 ADAMTS13 ADAM19 LRRC32 HSP90B1 POSTN FLRT1 CALR LAMA2 CTSF SERPING1 CLEC3B CCN6 TIMP4 MMP28 EFNA5 COL11A2 CTSB PCOLCE FGF10 COL13A1 HSPG2 RELN LAMB2 FLRT3 MMP11 KAZALD1 LAMA4 TGFB3 FLRT2 PKM LTBP4 VTN TECTA PTN SERPINE2 BGN LMAN1 GREM1 F12 MXRA5 TNXB COL17A1 CCN2 CCBE1 COL25A1 ELFN1 MMP16 ELANE SERPINF1 ANG EFEMP1 CTSC SERPINE1 SEMA3B COL5A3 RTN4RL1 TFPI2 WNT5B CSPG4 FBLN2 ADAMTS10 COL1A2 LOX CCN5 PLOD3 VEGFA COL12A1 COL4A4 ANGPTL6 ANXA1 ADAMTS3 CTSD VIT SDC2 DAG1 GDF15 LAMA3 COL4A3 COL10A1 SPARCL1 CTHRC1 HTRA1 LOXL2 VWA1 MFAP4 COL28A1 SULF1 LOXL1 WNT5A ADAMTSL5 ADAMTS1 ADAMTS5 HPSE CXCL12 MATN3 CLU TNFRSF11B MMP14 GPC4 IGFBP7 NAV2 COL27A1 GPC3 CCN3 FGF1 ADAMDEC1 FBN1 SOD3 A1BG COL18A1 ORM1 ORM2 NDNF SPON2 COL15A1 WNT2 ADAMTS15 COL4A6 COL8A2 COCH LAMB1 LGALS9 ALPL ACAN SCARA3 ICAM1 MMP19 PTX3 HAPLN3 ASPN OMD OGN ECM2 LRRC17 AEBP1 MFGE8 MATN2 COL4A5 TGFB1 COL14A1 ADAM11 FN1 TNC TGFBI SERPINA3 TIMP3 CCN1 COL6A3 COL9A2 COL11A1 THSD4 MMRN2 LTBP2 FBLN5 COL24A1 CD248 SRPX2 ABI3BP DMBT1 LAMA1 COL7A1 TINAGL1 SBSPON COL4A2 COL4A1 ADAMTS9 TMEFF1 COL16A1 IL7 COL6A1 ANXA6 SERPINB9 CSTB ELFN2 CD151 MMP7 COL6A2 MDK APLP1 ADAMTS4 LRRN3 LAMA5 FGL2 ANXA8 MMP8 SEMA7A MFAP5 MMP3 MMP1 F3 EFEMP2 ADAMTS2 NID2 FBN2 OLFML2B RTN4RL2 MMP15 SRPX MMP12 SPARC THBS1 SNORC TGFBR3 LRIG1 COL1A1 GPC1 AGT S100A4 GPLD1 COLQ MMP24 SLPI SSC5D FBLN1 PLSCR1 DPT CTSH RARRES2 SMOC1 EMILIN3 LTBP3 ELN FGFR2 NID1 CPA3 CCDC80 AGRN EGFL7 THBS2 LGALS1 COL8A1 A2M MEGF9 LUM DCN TIMP2 P3H1 ECM1 OLFML2A ADAMTSL4 CCN4 MGP SFRP2 TMEFF2 EMILIN1 CRISPLD2 COLEC12 CTSS CHI3L1 INHBE FMOD PRELP PF4 VCAN DLG1 NTN1 APOC3 APOA1 NTN4 HAPLN1 SERPINH1 ADIPOQ PODNL1 EDIL3 LAMB3 THBS3 WNT3 COMP CILP TLR3 BCAM CDH13 LRIG3 CDH2 COL3A1 PODN APOE COL5A2 TGFB2 ITGA6 C17orf58 P3H2 S100A10 MFAP2 FLG HRNR SFRP1 ANGPTL2 LAMC2 SERAC1 TGFB1I1 ANXA2 COL5A1 HMCN1 LGALS3 PRG4 LRRC15
## 335 MT-ND2 MT-ND3 ADAMTS13 GSTT2B RPS9 SCG5 SURF1 ARHGAP11B CKAP2 BYSL C5orf30 MAP2K5 THSD1 HLA-F ARMCX1 PARD6B MXD1 PIGH HHAT POLD4 TBC1D10C CARNS1 AP003419.1 PLIN3 ADAM19 CYFIP2 RNF130 KDR PKP4 XAF1 KIT ALDH1L2 ALDH18A1 CHST11 EID3 GFRA1 TXNRD1 DDO SGO1 CHPF2 GLT8D2 CRABP2 SAMD14 NES CEBPB HSP90B1 STAB2 TIMM8A IQGAP3 POSTN PARPBP IGF1 BARD1 NEK3 ALDH4A1 DRAM1 GLMP BGLAP DNAJA3 PDK3 SFRP4 RGN PPP4R4 HIST1H2BN MYL9 DUOX1 AKAP11 MOAP1 KIAA1217 UBE2L6 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 TIPIN KCNIP3 TLX2 CCND3 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR PNCK IL15RA PCSK7 MUC12 NIPA1 RDH10 BAG1 CCNJL SIDT2 RIDA CTSF UBR4 UBE2H SLC35E4 DUSP18 SVIL SCIN CDC42EP5 RAB26 TAGLN TLR1 CDK6 TLR6 ZC3HAV1L NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 TNS1 FAM114A1 AHRR PCMTD2 DGLUCY NEURL2 SAMD9L ARL4A TYRO3 EFL1 CLEC3B FUCA1 PYGB NR1D2 SLC35D2 MSX2 H1F0 ROS1 ALDH1B1 PPP1R9A TUBE1 SYN2 PLCXD1 PRUNE2 FOXO3B ZNF395 CCN6 SLC7A11 TIMP4 NEIL1 MYO19 MICA GCNT1 TNFAIP2 FABP5 PPFIBP2 KATNAL2 DNAJC28 PDPN CAND2 EZR FIBIN BBOX1 DSP TMSB4X RPS6KA5 TAP2 NUP153 PARD3B TRIM16L SSB TNFSF14 CEP128 CYP2U1 AP003071.5 PDGFRB PDLIM2 GOLGA8B ARHGAP21 PIGW KCNS2 FAM110B PI4K2B HTD2 TIAM1 SIK1B OSBP2 COL11A2 SAXO2 EVC2 BMP6 SHANK2 TXNDC5 IMPA2 HSPA12A MUC20 CYSTM1 SHTN1 SGPP2 TUBB ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 GOLGA6L9 CNN2 PHYH GPSM3 TRIB3 GCAT CDC14B TAX1BP3 EFR3B CTNS ALDH3B1 LOXL3 PLEKHA7 DNMBP PTTG1 P2RX5 ANK1 C3 FARSB TRPC4 PSMB8 HSPA1A HELZ2 CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL PSMB9 ANK3 TPM1 ANKRD2 CD99 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 SERINC5 VWCE MSRB1 SEC61G CDK15 SLC25A42 SLIT2 MRPS30 JAK3 HSPG2 RELN ACTC1 MAP2K1 ARHGAP18 CARMIL1 MCM3 RMI2 SOCS1 NOLC1 CD44 SLC26A6 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR CCND1 AUH TBC1D12 ST8SIA4 YWHAQ MORN4 KAZN HOMER2 HOGA1 MAP3K1 RNH1 RNF39 TMEM178A SCARF1 ELOVL3 POC1A TM6SF1 MOSPD3 PGD NACC1 POLA1 CCS MYO7B USE1 HBEGF STIP1 EPM2A ARVCF CHKA FLRT3 CTAGE1 GRAMD1A PAQR8 TCIRG1 UBR3 SEL1L2 ROR2 SKA3 PLAU SLC39A7 CETN2 SESN1 GANAB TTC3 PXK ANKRA2 RILP GPNMB ARRDC3 NDRG3 TENM2 GINS1 NINL MYH11 STON2 DBI C11orf74 VMAC TERT IL7R CAPS KATNAL1 WASHC2C PEX11G AVL9 HRAS STPG1 RNF217 NLRC3 GTPBP4 GYG2 POGLUT2 IDI2 IDI1 PDCD11 NT5M GOLGA8O IER3 PER3 NFATC4 GRHL1 MMP11 FZD5 ARHGEF6 CHCHD10 CISH TDRP JCAD IBTK IER2 CCDC81 CDC25A IRAK2 GPCPD1 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 RRM2B PRKDC RTTN ME3 PAK3 RASSF7 LEF1 GNPTG NEU1 AMPH EGFR RBM14 SEC13 RGPD2 VCL ARSD HSD17B8 RASD1 FMC1 RHPN2 NOCT EHD4 SPTBN5 ARHGAP11A MIF RFLNB BATF GOLGA8N HLA-A MICU3 GALNT10 PTP4A3 TGFB3 BUB3 SDCBP MYRIP BORCS8 SERP2 ARSE STMP1 SMTN NUP210 P2RX6 RASA4B FKBP9 RPS27L HLA-DRB1 CD302 AC012254.2 PDK4 WWC1 SEC11C FZD7 TMEM184A M1AP RUSC2 ITPR3 LPXN CAPN5 ANKLE1 MANF HLA-DMA PGAM1 FLRT2 PARP8 PRSS23 PKM CNTF MYL5 FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 TSC22D1 HASPIN NR1D1 ADA2 STX1A THRA PLCD4 OSTC NUCB2 SCG2 OR2A4 ARSJ ABCA7 WDR19 PTPDC1 TRARG1 RAB9A IL32 PMS2 APBB2 GFPT2 C11orf24 RRM2 ARRDC2 AP1S3 MAGED1 CAVIN3 ERRFI1 TPBG MSTN CLMN CFLAR SPAG4 RAB11FIP2 SH3GL3 KCNS3 GLYCTK SCD SLC16A11 TTLL3 ZCCHC2 SMDT1 RDM1 PRKCE IL1RAPL1 CABLES1 NR2F1 DHFR TRIB1 UBE3D SLC2A4RG JPH2 ALOX5AP SNN CHRM2 GSTK1 SKP2 VTN SNRNP25 SLC25A18 TRMT6 RASA4 POLR3K TRPM2 MEDAG AKR1B1 KREMEN2 ACTA2 SREBF1 IGF2 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 B3GALT5 TUBB6 STAMBPL1 ATG16L2 BCL2 PHLDB1 SMPD1 MGARP MIS18A RPS6KA2 NAA15 EPHB2 MAP3K8 KIF13B PGP NSMAF MRAP CARS SOD2 DSN1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 LRP5 PGGHG PSD HTR1B KIF20A COA5 ODC1 ACAT2 AL669918.1 ENPP1 PIK3R1 PTN SLC25A6 HIPK2 KDSR NLRP10 UBXN1 CCDC154 GK FNIP1 CAMKK1 WDR81 DNAH1 PCNT NT5C1B RAPGEF6 NIN SLC8A1 PGM3 AKR1B10 CYP3A5 CEP72 PRAG1 PHKA1 AKR1B15 LRATD2 AOPEP GSTCD ATP6V1G2 C4A SERPINE2 IFITM3 HSPE1 KNSTRN SLIT3 DUSP8 NOP58 DGKI BFSP1 AIMP2 ARHGEF28 BGN BPHL EPAS1 LMAN1 BSCL2 RASGRP2 TUBB2A ERI1 HSPD1 TP53INP1 CCNE2 B3GALT4 NEURL1B ZNF540 B4GALNT4 BDNF PRR7 GDA F12 IFI27 PDZD2 EMC1 SKA1 IARS PLOD1 HK2 SYNGR3 HEPH PNP PFKFB3 VEGFB LYPD6 PKP3 CCDC88C GLYATL2 FERMT1 IFI27L2 RANBP3L COL17A1 DYNC1I1 PPP1R3B CCN2 TUT7 OLFM2 IFI30 TUBB2B HPS1 PELI2 CYP21A2 FMN1 SEC31B NEBL COL25A1 LIMCH1 DUSP1 IP6K3 PNKD EIF2AK3 GNAI2 MMP16 DTNB GEMIN8 AL133352.1 DNAH5 SWAP70 SPAG5 CABIN1 TMEM14A CLCN7 RIMS1 GLYATL1 SERPINB5 SBF2 HSPH1 RHOQ DSTN ALDOC OGT GOLGA8G CERKL RARB TIMM44 FOXO1 CBLN3 APBB1IP NUDT1 ACOX2 PMAIP1 GOLGA6L4 NARS DACT1 PLK2 JAZF1 MEIS2 CCNB1 YWHAH IRF7 CLIP3 EIF4EBP3 LIF ALAD LIMS2 RAB3A ATP8B1 FYCO1 NUMBL PECR FANCC TMEM135 RAP1GAP2 BDKRB2 BDKRB1 CREB3L2 PPP1R14B ECE1 CHST15 NANOS1 ELANE TRAM1L1 PRSS3 VAMP8 SYT15 SQOR DUSP4 VAMP5 AKR1D1 LPCAT1 PKDCC HIGD2A SERPINF1 CFD HACD4 DCK MAP2K3 IRF9 ANG SLC25A15 RRM1 FAM107A C2CD2L SNX8 CASP10 SRXN1 OAT RSC1A1 MYC NPC1 PIPOX MANBA DEAF1 GEMIN4 MCUB PDIA6 CASTOR1 EPS8L2 RNF152 CCDC78 OSR1 CCL5 SPIRE1 SERPINB7 CHAC2 CYTH3 LHPP DAPK1 ATP9A DECR1 RFX2 ATP6V1C2 SACS ITGA1 RNF144B HSPA13 AIFM2 RCAN1 ITGA2 CALD1 SLC6A4 BZW2 TYSND1 CTSC TPM2 LIPT1 ARSI ITPR1 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A TFAP2A RANBP1 FAM110A ENC1 SIAE AGBL3 SAMSN1 RRBP1 MAP2 SEMA3B ITPKC F2R MRPL34 TNFRSF8 FAM83G TRIM24 ANO8 ZFR HINT3 ME2 COL5A3 LIPC RUNX3 DOCK10 PFKP ABHD14B CLIC6 TANK PCBP4 ID4 MPLKIP HCFC1R1 STAT1 PRSS12 TRMT9B MOXD1 ADI1 ADORA2A AATF NAIP CYP26B1 PDSS1 DENND10 TMEM150A EVA1A EXPH5 GOT1 MEST GABBR1 WDR62 LZTS3 MCTP1 SETBP1 ZEB2 WNT5B GLS INPP5J ADH5 E2F8 QARS DTX4 FBXL14 CELF6 FANCD2 CTIF SUGCT CYB5A SLF1 SDF2L1 SALL4 LIAS AC104452.1 MAP1A AMT ADM MAGED2 FRY GLT8D1 ADH6 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA XRCC2 GCFC2 PPAT SLC7A8 CCDC85B SMAD7 MARCH4 HEXA PKIG FOSL1 ACTR3B ORC5 OTULINL SLX4 FHIT SLC3A2 MBOAT1 CSPG4 SERPINB2 CLGN ADA GCNT2 RHBDD1 DLX5 ERCC6L ASAP3 TTC7A RGS3 AHR KDELR2 DAAM1 ECI1 PSPH HMGA1 PET100 B2M KIF3C CEP78 CASTOR2 CIRBP DMD ABCC6 ENTPD7 SPDL1 MXRA8 ASAH1 GASK1A CCDC13 PIGA SFXN4 NXN BRCA2 RANBP17 UCHL1 CENPH ACKR2 BLMH SNTA1 STARD8 TNFRSF1B MPV17 ARHGEF4 MTFP1 PAICS TPST2 SEC14L2 CHST12 GPR135 STX3 HOMEZ ANK2 PKIB ARL3 NACAD PTCH1 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 MARS2 COL1A2 VASH1 TPST1 HSPB1 GSTA4 CDK1 UQCRB TBC1D1 PSAT1 STC2 DAPK2 PLA2G6 CAPN3 TNFAIP8L3 HSD17B11 CYP19A1 SPR SRFBP1 PRXL2B EIF5A ASNS FKBP5 LFNG SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 CNKSR2 VEGFA SFXN2 DLC1 MGAT5 CAPZB CDNF CROT HSPA14 FAM83D RSL24D1 IQCN LY96 ATP6V1C1 PSME4 ID3 MICOS10-NBL1 LTF STK26 SAMD5 GALNT12 GSTT2 KIF24 EGF ACTN4 HNMT RND3 MRVI1 GSDMD CAPN12 ALKBH7 FAM131B ZBED3 CSGALNACT2 HCFC1 COL12A1 FKBP1A GSTO2 TMEM129 COL4A4 TACC3 SHFL FADS2 CPPED1 PDE8B ANGPTL6 ANAPC15 MYORG ARAP3 GRK5 VNN1 BST2 BACE2 FRMD6 EXT2 MYRF TGFBR2 ELOVL6 MICAL3 LRRC75B ANXA1 OR51E2 PDE1A HSPB7 SOX4 BAALC OLAH VLDLR FZR1 FEN1 TMEM187 AAMDC ADARB1 STXBP6 SHC3 RPL17-C18orf32 SHROOM2 SNX22 DPF1 PPIB CDK5R1 NMI EVL AC068580.4 CTSD MINDY2 STAT4 NMT2 ITFG2 WRAP53 PRDM16 TALDO1 IPO4 FKBP4 TNFAIP6 NAPRT KIF5B DUSP2 DEGS2 CACNA1C PIR PGPEP1 SDC2 DAG1 GDF15 LAMA3 PLCL1 PLAC8 SMIM14 PDE7B FBXL7 UGDH NTHL1 APOB HOPX IGBP1 MAP4K4 COL4A3 MGAM E2F5 TNS3 DNAAF4 PLA2G2A COL10A1 FOLR3 CDYL SPARCL1 GALNT18 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 DSEL HPRT1 HSPB6 PLD4 TSSK4 CYP17A1 RGCC FRZB LOXL2 TRERF1 ARHGEF17 TWNK TXLNG WDR35 CPEB4 DLG2 POLR3G BAG3 MTFR2 MYO1D ARL4D RIMS2 ARNT2 HECW1 GPI ATP6V0A4 CPQ ITIH3 VWA1 PRC1 PCSK4 DNM1 DOK3 IDUA ARHGAP20 MCU FHL3 PDLIM7 NOA1 BORCS7 GCHFR SEC24A DNAJC17 PDCD2L STK36 TRIM73 NEDD4L DENND2A ST3GAL5 CDKL3 NTRK3 TPI1 YIF1B SPSB2 ENO2 AFDN TET3 VPS33B JPT2 CYBRD1 XPC GSR TBCK SPINT2 CCDC106 ISYNA1 RHOBTB1 PPP1R14A MT2A SLC2A5 COL28A1 CDCA5 MYO10 GALE MT1E RELT SLC25A37 MT1M UST WDR4 DOCK11 MAMLD1 NOX4 DDX21 SEC24D USP18 MIOS SULF1 MT1F CAMLG CARNMT1 ALS2CL RPN2 CEMIP CLCN4 MT1X RETREG1 MYO18A P4HA1 TM7SF2 GCNT4 ABCA1 HMGCL DDX60 MYO15A POFUT2 LOXL1 MYCBP XPO1 CEND1 EXT1 RRAGC ADH1C ADH1B PLAAT4 SPAG8 GOLGA8R DGKH AC010422.3 SYNPO2 KIZ CES1 VPS51 WNT5A CDCA4 ATAD3B GLCCI1 SPATA5 OPRL1 MCM7 SPP1 RUBCNL PLAAT3 SEPTIN4 PKD2 ITGA8 ADAMTS1 ARHGAP27 APBA1 PALLD ADAMTS5 WSB1 SPRY1 HPSE UGGT1 APOL2 ZC3H12D DTNA DHRS3 VRK1 OSBPL10 MBD2 REPS2 UBASH3B SLC25A29 FGFRL1 MTHFD2 PRKAA2 SLC25A33 SRGN POLI ESPNL CXCL12 SLC35G2 YJEFN3 UBE2C ATOH8 CERT1 LAMTOR4 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU NHS MAP2K6 AFF3 MMP14 STC1 DNAJC18 DEPP1 ATAD3A SPTBN2 SYT8 LDLR UGT2B15 SCAPER TMEM126B DUSP3 LAPTM5 FKBP14 DUSP19 KCNJ2 SCRN1 IGFBP1 CDC6 OSTF1 MYOZ2 CD74 SPC24 TEK OMA1 STRADB GASK1B HMGCR PPARGC1A PPL ERG ACVR1B ARHGEF16 GNPDA1 ARHGAP6 HDAC10 NUDT13 GPC4 CH25H RAB27B TAOK1 KCNAB1 TFDP1 IL1R2 IGFBP7 SYT7 WTIP TRMT10A GPD1L SLC27A3 DNAJC9 HS6ST1 MAL2 CMTM8 SSR3 LMBRD1 PROS1 PCSK5 HMGB3 COL27A1 DPP4 TMEM173 SLC44A1 GRASP CIDEC CDC25B SELENOP NR4A1 PCMTD1 LGMN JAGN1 APOL1 HFE CLIC5 GPC3 BACH2 UPP1 SLC27A1 NME3 TMSB15A CCN3 TTLL7 PLEKHG2 TMEM8B HMMR GAS6 TM4SF20 NCAPH MFSD2A CCDC68 GAL3ST4 CST3 FGF1 DYNC1H1 PNPLA3 PORCN SPRY4 HSPA8 BBC3 FBN1 ADAM28 KRT80 CHN1 PIK3CD ZFP36L2 STK33 ICA1 SOD3 RCAN2 IQCA1 WARS NNMT CYP39A1 TPP1 TKT SERF2 IL16 A1BG CLMP CLSTN2 BDH1 PDIA3 ACAP1 AGPAT5 STARD5 COL18A1 IL17RE ADRB2 ZBTB16 MAPT RIF1 RNF24 EIF3E ORM1 DHFR2 SIRPA ORM2 SLC25A27 HYOU1 CYP2S1 HIST1H2BC PODXL LARP6 SSH2 TOP2A ISG20 COL15A1 ILK KDELR3 INSIG1 APBB1 STMN1 CORO2B NSD2 KRT86 KRT7 ENDOU AOC2 BCAS3 KRT81 FAP CBS ERMARD WNT2 ACKR3 KLF6 COPS8 FABP2 FKBP1B DZIP1L TRIM14 COL4A6 NANS JUN NME1 HERPUD1 SPHK1 COL8A2 C5AR1 ING4 LAMB1 SLC4A7 NR1H3 HPGD LGALS9 RHOV CYP4B1 TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 CERS6 NOSTRIN EBP KSR1 DLEC1 APPL2 XYLT1 INTU FADS3 KLHL11 PDE4D SH3TC2 ACAN ETS2 AGO2 FCSK IGFBP4 TNS4 REP15 NFKBIL1 ATP23 NAMPT SCARA3 DKC1 CHAC1 ABCA13 VCAM1 NUAK1 CKB STAC2 AP5Z1 PLCB3 IGFBP2 KANK1 PDE5A CKAP4 DIAPH1 CASTOR3 RASGRP3 CTSO TPPP3 DOCK8 THOP1 CD1D CYP27A1 ZDHHC1 IGFBP5 LDLRAP1 SKA2 FLNA PTHLH KRT33B SLC25A22 GAB2 DDX39A PSTPIP2 TMED9 PTX3 NPAS2 TMEM38B CCDC184 TRAM1 FBXO5 TBC1D2 RHBDF2 LACTB2 CEP152 LTBR IGFBP3 NUDT14 TNIP3 MICAL2 MAN1C1 SCNN1A ARHGAP26 ESCO2 PXYLP1 CDC42EP3 MYH2 CYP4X1 DPH5 RAB3IL1 IPPK GPX4 TGFBR1 OMD OGN KRT5 MYH1 ARMC8 FBXL13 CYGB PRCD EXTL1 CCDC91 OCLN MIF4GD EYA4 BEST1 MAP3K7CL FTH1 SLC24A5 TMEM98 MTERF2 HSPA4L S1PR1 BRIP1 VIM MALL UGT2B4 SGPL1 FOXRED2 IFIT3 TPK1 COPG1 IFIT2 CDA RANGAP1 RBM3 SMOX CRY1 AEBP1 FZD2 PINK1 IFI16 MEIOC ARHGAP33 SAA1 SLC66A1L PRR11 MAP1LC3A TES PRKD1 PLP2 CXXC5 ADGRF5 SDC1 MFGE8 IFIT1 LCTL CYP1B1 RMDN2 MRAP2 SNCAIP GARS ATP6V1G1 CDC25C ARHGAP28 ADGRG2 SYNC SSX2IP MOK SULT1B1 GDPD1 ACLY ZWILCH EHD1 APBB3 TP53TG3D COX7A1 ST6GALNAC2 KNL1 ARHGAP32 ACSS1 TP53INP2 SLFN11 PHACTR2 AUNIP SLC29A3 DBF4B PTPRH EXOSC5 ACKR1 BCKDHA SYBU TNNT1 MTSS2 SLC22A17 GABBR2 TDP1 MCOLN2 PLK4 KRT4 SULT1E1 MX2 C4orf46 VAMP1 STIL VAC14 WNT3 COL4A5 MCOLN3 MAD2L1 TCN2 WDTC1 TSPY1 WDR63 EPB41L4B G2E3 SH3D19 MPP4 TGFB1 ABHD4 HYDIN KIF17 DUSP23 SH2B2 COL14A1 MPP1 MEX3B SPHKAP SH2D4A DIAPH3 DNAAF3 PMEPA1 DDIT4L PER2 VMP1 TP53TG3 KRT18 ISCU PTPN3 CTNNBIP1 INCENP FOXC1 KRT8 SPATA4 NIM1K SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 TMEM119 FGR GJC1 KCNQ5 MAP3K12 TNIK RGS17 ECH1 SPCS3 PFKFB4 HMGCS1 NR4A3 CORO1C TTK ABLIM3 ARHGEF3 VEGFC TTC25 CSGALNACT1 TMTC1 PEG10 TGFBI PID1 GMDS PATJ OIP5 SSR1 NUSAP1 AFAP1L1 ISLR E2F1 ATP1A2 SERPINA3 DEPDC1B NPHP1 DNER TIMP3 DDAH1 NPC2 PDLIM1 SSH1 ATP8B3 CACNB3 IFT122 PRNP REEP1 CCN1 BTBD8 RASSF2 CLYBL AQP1 MARCH3 DNAL4 SUN2 MPP2 RNF180 IRS2 COL6A3 SLC25A21 CBARP INMT RGS7BP ESYT3 NOP56 PRICKLE1 YARS SIK1 AHNAK LMTK2 HIST1H2BK TLE6 PTGS1 COL9A2 VDR SRSF2 SEPTIN6 CYP2E1 SNTB1 SCART1 PRICKLE2 DNASE1L1 TMEM102 CD14 RAD51 ADCY8 TNFAIP8 LARGE1 ACACB FABP3 ANTXR1 CEP70 XRCC3 CALM1 F8 COL11A1 ADAMTS7 TJP2 FNIP2 KLF4 SLC2A12 ADIRF TUBA3C RPS6KA4 EPB41L5 RHOB MYOZ1 RNASEH2A CAV1 ADRA2C GRPEL2 IFI35 PGM1 PRMT3 PLCB1 ITGB3BP RNF208 AC138811.2 ARL6IP1 CHN2 REEP2 ELOVL7 ASB1 HPS5 RBKS DHRS9 COL24A1 PCYOX1L TMEM106C TUBB4B ZMYND15 BEGAIN ECHDC3 CMC4 PARD6A TRPC6 HSF2BP CENPO STK40 HHIP GGACT TXN UGGT2 HS1BP3 HIF3A CAPN1 IFI6 CD248 DIPK1A ELOVL5 OTUD4 BEND5 SLFN13 AGBL4 SRPX2 GK5 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 CENPQ PLD1 CAPRIN2 PRR5 TARS ARNTL HAS2 DMBT1 MYH3 ZBTB20 EGR1 CX3CL1 SENP8 FIGNL1 COL7A1 TOR4A CCNA2 PKN3 CLCA2 RAPGEF2 CEP126 CEP85 ALDH1A3 CARHSP1 PRELID2 KHDC1 NOXA1 ITPKA MX1 SH2B1 ABAT SPOCK1 HIST1H2BD RIN1 ADPRM SEC14L1 UBXN11 PLCXD3 SLAMF7 ROR1 CFAP300 NAGS PMM2 SH3BGRL3 NOX5 TEAD2 TINAGL1 PLAGL1 CBL SELENOI NEDD9 PLEKHF1 HEATR5A COL4A2 CRACR2B SVEP1 THBD ZHX2 KCNJ6 COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 PEX2 OXSR1 LRP2 HACD1 ID1 MMS22L PRRC1 MVK PLD2 PKIA CDKN1C CCNE1 MMP28 FAM210B CPEB2 TMTC4 TBXA2R DNAJC12 UBIAD1 BLM RAC2 RAB40A COL16A1 COX7B2 F11R RAVER2 SLC22A18 MXI1 CDK2 NCAPD2 LARS IQCJ-SCHIP1 HDAC9 NSMF SCHIP1 COL6A1 KIF11 NFKBIB VSTM2L HSPA9 DYNC2LI1 AJUBA DNAJB9 RNF19B DES MAP1B IGFBP6 HAUS4 FARP2 GALNT16 BCHE ACOT4 ACOT1 ACOT2 IL17RD KLHL3 FAR1 SSTR1 HHEX NDC1 CHPF AKR1C1 AMOT RTKN2 CENPK ACE FGF7 IFIT5 CMBL THEMIS2 FBXO44 GAP43 ATP10A TMEM130 SMC1A PHLPP2 LPAR1 CBR1 TOM1 EZH2 SOAT2 TRPV4 GCLC ANXA6 CHCHD5 SERPINB9 HSPB3 BIRC3 SMG1 CMPK2 OSBPL3 MYO15B IL12A ARHGAP39 RSAD2 PNPLA7 NCEH1 TONSL TMOD2 FBXO41 VAV3 SLC2A3 ATP2A1 CSTB RHEBL1 CDH3 AASS AP1G2 COPB2 TNFSF12 PTPRM DHRS1 FNBP1L ZNF365 GABRB1 TRIM59 RNF26 STMN2 SMC4 TOPBP1 MTERF4 PPIC ATP6V1B2 C1QTNF5 SNX18 PRDM1 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 NAF1 FSTL3 CDH1 CENPU MLPH RGS2 MMD RIMS3 GNAZ LSAMP CSAD PLA2G4C AKR1C2 RAB20 LZTS1 PLS3 ZFP36L1 FAXDC2 RIPK4 SGK1 TMEM100 MYH15 RNF144A CD151 FBXO6 AKR1C3 FANCI OBSL1 PLS1 CALCOCO1 HIVEP1 RBP1 FURIN NMNAT3 PPM1N INHA RASGRP1 PHLDB2 EDN1 HEY1 RTN2 AK4 CNGB1 RAB39B NDST1 CD68 THY1 MSRB2 GCLM HMOX1 TLR4 ECT2 FBXO32 BORA ACTB APOBEC3B CYP26A1 KIFC2 GJB2 FMNL1 LRRC6 CCDC69 MZT1 CDKN2C TIAM2 MAP3K14 SHCBP1 TMEM143 EPB41L4A SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 PDIA4 RAPH1 P4HA2 SAT2 FBXO27 CIP2A MDK CNBD2 PANK1 MCM5 APLP1 CHKB RCBTB1 AKAP6 FSCN1 B3GALT2 EBPL CPT1B BBOF1 MFNG HIP1R PTGR2 IMMP2L TPX2 GBP1 PRL GMPPA ALDH6A1 ZMIZ1 TOMM40L GBP2 PC BUB1 HOXC11 CCDC96 BBS1 PARP10 NCOA3 CD177 CLN3 MARCH1 GSAP MRPL53 MOGS TRIM25 TPD52 CERCAM CCDC146 CARD10 FGL2 SULF2 CBR3 PLCB4 TOMM34 DOP1B GALM ANXA8 VASP MMP8 GBP4 ZC3H12A GBP5 MBOAT7 GRB10 PTGR1 DHX58 ANAPC16 ARHGAP29 KDELR1 GNG2 ARHGEF37 RABGAP1 FBXL2 CALM3 LPCAT2 ANKRD13A BRINP1 WASHC2A XXYLT1 TMSB10 MYLK2 GAPDH APOBEC3F NLN ZNF425 CEP120 APOBEC3G SEC23A AMOTL2 MACC1 SSBP2 PCLAF GAL3ST3 CFL1 SYNPO DDIT4 KLC4 POLA2 LMCD1 SGTB MAP2K2 MASTL CCNO APOD GYPC ESPL1 SLC9B2 SCPEP1 ACSL1 CRYL1 MAGI1 HDAC5 BDH2 PELI1 LRRC8C LRRC8B APOL6 CAMK2B KRTAP1-5 CADPS2 AZIN2 PPARGC1B TMEM192 PPP2R2B TUBA1C MAMDC2 DUSP5 NEO1 TUBA1A HSPA6 FCGR2A RHOBTB3 CDC42EP1 HIVEP3 TUBA1B MAOA DNALI1 GLRX LMTK3 DENND3 DNAJC6 PRRG4 XYLB SIX1 CBX7 GDNF PPM1L ETHE1 PASK EGR2 C7orf31 MYOF JPT1 ASPM ROGDI TOP1 PAPSS2 ACSL5 SLA COQ3 KIF4A BRCA1 ID2 CKAP2L CYB5RL ZWINT MKNK2 LAMP5 UBQLNL AKAP1 STARD13 SPRY2 FCRLA GPSM2 LEPROT PDE4DIP SLC35A1 LSS TRIM22 AC138894.1 PITPNM2 STX16-NPEPL1 NPEPL1 FCRLB SIX4 HTR2A HNRNPA1 GPT TRIM6 LDHA CHST1 KIF20B PLK1 RPL3 NFE2 CEP55 ING2 NEK7 TCF7L1 MUC15 CENPA TRIM29 ALG1L LIG1 TROAP ESYT1 NOS1AP NUDT18 CDK2AP1 PPTC7 UHMK1 MPHOSPH9 UAP1 RBP4 SORCS2 MAOB KLF9 CNN3 MFAP3L FAM83B RAB9B TMSB15B ATP6V1G3 SERPINI1 CALU MYH7B MSI2 PTGIR PTPRC ALG14 HERC4 CCDC113 CRELD2 TUBA4A PDE4B ANAPC1 SRCAP CRIP2 NFAT5 SLC15A3 GLB1L LRRFIP1 TMEM132A CENPE SRPX MMP12 ACVR2B EML6 LRR1 BCL2L11 ASB16 CDKN2D PCSK1 CD38 CHRDL1 CHST2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 AMD1 CDC7 THBS1 AC018523.2 HSD17B7 NGEF SGIP1 PAK4 MAGEH1 AGTRAP WDFY2 RGS4 CENPJ SNORC KY POLD1 TRIM13 CRBN UNC13D CHAF1B DACT3 NDRG2 EPHB1 NUF2 ODF2 KIF14 AURKA GOLIM4 RAD18 TGFBR3 GTPBP2 RGS5 ARRDC4 SMC2 ITGA5 PLOD2 ZNF385A LGALSL ACOT11 TUBB1 SLC17A7 WDR78 SPTLC2 MYL2 NQO1 APLN XPNPEP2 CLCN5 MTSS1 OPLAH GALNT15 AFAP1 PBX1 TXNDC16 SYNE2 DCDC2 KLF5 HMGN2 PEX6 INAVA HSBP1L1 ST3GAL6 DHX33 WBP2 LASP1 KIF21B COL1A1 CEP97 NFKBIE GPC1 TYMP RPAIN HP DPYD MYADM TRIM47 CCDC134 DNAH2 ATP5IF1 TEDC1 DHRS2 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ IL1B RTN4 LATS1 C2CD2 KLF12 SESN2 WASL GHDC ALDH8A1 KIF18B SYNGR1 JAKMIP2 CRIP1 C1QL1 NFE2L3 PIM3 MAPK13 NIPSNAP3A TXNL4B REEP4 FHDC1 GMFG RNF32 HNRNPA2B1 CCSAP P4HA3 NCLN KRT10 PIP5KL1 INHBB PLCD3 NIPSNAP3B RFTN1 TSNARE1 APOL3 TNFAIP8L1 IL11 PTGIS SYNM GALNT2 RFLNA SH3BGRL RECQL4 GCA LEP PLXDC1 NDRG4 MYPN NUDT15 LRRC59 AGT PLAUR S100A4 AGBL2 KIAA1324 ATP8B4 CDKL2 ALDH5A1 ASB13 C1orf198 S100A3 BLNK S100A16 ZBTB21 NDC80 MICAL1 AURKB MAP7 PPCS NPM2 GPLD1 S100A13 SERTAD2 SLC1A4 UBE2S PARS2 GPT2 EBI3 CRY2 REEP3 PLEKHN1 ALDH2 STEAP4 TRIB2 ADSSL1 TESK2 CITED4 CD4 RAPGEF4 TBC1D4 RPS6KA1 B4GALT5 PROCR SLC44A2 FLNC TK1 MMP24 GPR37 CENPM DOCK4 SYT12 RAB3D SLPI ISOC2 FIGN ZNF804A PBLD RRAGB HNRNPAB STAT5A DHCR24 DOCK5 CHSY1 DISC1 SSC5D RHOD RIMKLB GRB14 KLF8 TENM4 SARS LRATD1 GNRH1 TSPOAP1 CAMK4 CREG1 MAP3K5 DCTN3 BIRC5 PFAS HIST2H2BE C1orf109 SLC1A5 CCNB2 MYO1E BMF RASSF9 HCK MTMR11 P3H3 BHLHE40 MGAT4C ANKRD53 ORMDL3 GNB4 PPP2R1B GSDMB SOCS3 SCARB1 ADPRH CELSR2 BICD1 MOSMO CNR1 RNF41 KCNE3 PRKG2 BCAT1 CDCA2 GPAT3 ACTR2 ISG15 KPNB1 GLI2 PDE11A RIPK3 CAMK1D TMEM88 CSRP1 ANLN EMP2 CDCA8 CDS1 PLA1A CPE PLSCR1 SCN3A NOTCH3 PSRC1 NRBP2 BRI3BP AACS SULT1A4 ACSF2 GADD45A BLVRB ZFHX3 ENGASE KCTD20 NAA38 PDXP SH3BP1 NEDD4 WLS PCSK9 GSTM4 HMGB2 Z83844.3 GSTM2 SRGAP3 NAV1 CABYR CTSH RAB31 DOLPP1 FLNB RARRES2 AK9 SMAD6 ZIC1 OSBPL7 CHST6 TNK2 CCDC3 PALM TBCE LRMP RNF128 PATL2 KITLG CCDC39 LPIN3 SATL1 WNT7B PIGP EMILIN3 TASOR2 MOV10L1 EPPK1 PRKCH DUSP6 MSLN LMO7 LMOD1 ANKRD37 SORT1 ITGB1 IRF1 ANP32E PREX1 GLE1 CC2D2A PLCE1 NRG1 SCRG1 INPP5B IL33 CYP24A1 FSD1 SHANK1 BUB1B RIMBP3 UCHL3 TPM3 PTH1R DTYMK CYP2R1 STEAP2 ARPC1B FGFR2 DMPK SYPL2 CLEC11A GRIA1 TFRC ENPEP ZNF354A FCGRT STEAP1 MYL3 ADRA2A LYST NAAA MCC CKAP5 ANO7 TMEM214 SHISA2 AC118553.2 ABCG2 AUTS2 TBC1D16 C4orf47 SULT1C2 PDLIM3 GRIK2 CPA3 BNIP3 ATP5MF-PTCD1 PRKG1 PANX2 ARRB1 SPAAR TMEM131L GNB3 DKK1 GPR137B KLHDC1 RCBTB2 BCDIN3D DNA2 LY6K SASS6 LBH AGRN CDCA3 NOTCH1 MYCBPAP UGCG OAS1 STAT2 FGD4 OAS2 ARFGEF2 EXOSC6 OAS3 MID1IP1 OSBPL6 NEK6 APOLD1 HIF1A RCN3 QPRT EPHA4 AARS ARMC4 GGH ARHGAP22 PPM1K D2HGDH RDH5 EEF1A2 AC009779.3 SYT2 LYNX1 SPIN2B ITSN1 PPP1R12B GPRC5A CDCA7 CRACR2A INCA1 GAA MNS1 PIP4P2 GLCE THBS2 GBGT1 LGR5 SCLY SPIN2A LGALS1 RRAGD STARD9 RNF207 CSF1 BLOC1S1 HSD17B14 HEBP1 PROM2 NXF3 TTPA MYOM1 AKAP5 HSPA2 ZBTB25 INSIG2 COL8A1 RFWD3 FOXO3 GMNN USP13 CHST7 CHTF18 ASIC3 TLR2 PIF1 MLKL RAB11FIP1 SPTBN4 VPS37C NAGA OST4 USP36 PHTF2 PRDX1 RIPOR2 CSE1L A2M KBTBD8 LUM LSMEM1 MAPRE2 IFRD1 DCN TRIOBP ZNRF1 KIF22 HSD3B7 RYR2 SLC17A5 ATF4 PLEKHA4 GCC2 CD109 TIMP2 B3GNT10 PLEKHO2 P3H1 FSTL1 NRROS RNF175 ACTN1 ECM1 WASF3 ZDHHC15 PPP1R15A FMN2 CCIN RNF157 HERC6 ITM2C PDZRN3 MYL12A SVBP COPZ2 CTH RGS7 PTPRJ COTL1 ITGAV PTGES RGS20 SPIN4 POLQ VSNL1 PPM1J ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 NABP1 SLC7A14 ATP8B2 RACGAP1 CCP110 POMK PIGZ CREB3L1 MYH10 MELTF KMO CAVIN1 CHML SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD FILIP1L SLC26A11 NUCB1 LDHD XPOT PRRT2 STAC FRYL ERP27 SOCS2 CEP170 PEX5L NASP NUPR1 GTSE1 SLC6A17 FMO1 CPT1C HERC5 PNO1 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 INSC PEX11A CYP7B1 COLEC12 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 TRHDE ANKRD6 ULBP2 ULBP1 CDR2 CTSS PPFIA4 CTSK DGKG CRLF1 RAI14 GOLGA3 LDLRAD4 FMO4 RGMB BMP1 DDIAS GIMAP2 VKORC1 LIMS1 FAM241A TMEM59L ARHGDIB PKP2 ERN1 CALCRL SEC22B AC135050.2 PRCP TPCN1 AP1AR ADORA1 CACNA2D1 ABLIM2 TFPI ARHGEF19 KRTAP2-2 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS WWOX IQCD CHI3L1 FANK1 ALG10 CEP83 PRRC2C RERG EOGT MAF TEX2 DDIT3 ACADL DPYSL4 BTG2 FMOD PRELP TLE1 ATP2B4 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 ABCA3 PIWIL4 LHFPL2 G6PD KCNAB3 NFASC TRAPPC1 SDSL SNAI1 KIAA0513 MILR1 CFAP69 SLC37A2 SEZ6L2 TNFAIP3 PPP1R14C AK3 CDH11 KIF6 KIF26B PTGDS CDADC1 LONP1 CXCL1 SFPQ STON1 PF4 SMYD3 SLC2A1 GLIPR1 MAGI3 RAB3B GTF2A1L CHD1 PHLDA1 PCLO KRT34 UBAP1L P4HB FBXO48 AHCTF1 NCS1 PACSIN3 GPRC5B FGD6 CLIC3 ARHGAP24 KIF23 LMF1 MLLT11 ETNK2 RNF122 SMURF2 ARSB FKBP7 NR4A2 NLRP3 ZNF396 GPR85 PGAM5 RAB15 MTHFD2L ARFGEF3 TRAF1 CHURC1-FNTB C16orf46 FAM72B HSPA5 SMS SULT1A1 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 ASIC1 MOCS1 NUAK2 CASP4 DMGDH AC092718.3 NAGLU DBNDD2 FTL BHMT2 CENPN ASS1 TMEM150C PTPN22 MCEE CDK18 GRAP2 GDPD5 CDK2AP2 HSCB DARS2 HS3ST3A1 DNAJB5 NUCKS1 SERHL2 GALNT1 CENPL RAB29 VCAN SMCR8 PDE7A GYS1 CCNF KRT32 PCYT2 RNF182 PIK3AP1 HSD17B6 DLG1 SPATA18 CLEC2D TTLL6 FAM47E RAB7B SLC25A1 GNPNAT1 FUZ HRK ARL6IP5 NPTX1 ST3GAL1 ARL17A FAM72A DNAH7 EHBP1L1 NTN1 ENDOD1 APOC3 CHI3L2 JMY SESN3 SORBS2 FRMPD3 DENND2D SGO2 BNIP3L CSTA RASSF5 ACOT7 KSR2 PRPS1 DYRK3 ARHGEF9 C10orf90 DCLRE1B MBOAT2 MDN1 TENT4B APOA1 JARID2 PRDX4 MCCC1 PKNOX2 AC005832.4 DYRK4 RBM38 AMDHD1 NBPF1 KRT15 TBC1D30 ASAP2 FAM162A PFKFB2 MELK KIF21A HOMER1 FAM72D DTX3 SUMF1 BAMBI CACYBP CCDC28B B4GALNT1 KRT19 KRT9 CALCOCO2 ARMC9 ARHGEF25 GABARAP CDK17 OSBPL5 KRT14 ADRA1B IL12B SLC10A7 TSC22D3 SECTM1 CCDC88A NREP PVR SERPINH1 CLTCL1 KRT16 EFHB CPED1 STRIP2 LIMA1 ADIPOQ DPM3 SLC7A5 PITPNM3 PIFO BTBD3 GADD45B FANCA GAN MYLIP PAPPA2 LMO3 IL6 CHEK1 STEAP1B CIT CYB5R3 WDR34 NCAPG FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 UGT1A4 CENPI MUC1 ABCA2 UGT1A6 GSN HEXD SQSTM1 UGT1A8 AATK RGS9 GALNT5 UGT1A10 OVGP1 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ORC1 ARHGAP19 ATP7B ERMN ABCD2 TAF4B GCN1 MID2 GMPR GNG7 NRAS LRP1 SAT1 VCP RASAL2 TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 STARD4 STK17B HSPB2 CRYAB TYRP1 MARCH9 CGB8 RALGPS2 A4GALT IDH2 RPL39L NKD1 ZDHHC14 COX7C AXIN2 KRT17 GULP1 LRRK2 SETDB2 RBM24 TMPO B3GNT7 CMTM3 PLEKHG5 CMIP SAPCD2 AGPAT4 HSD11B1 G0S2 MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 THBS3 PRKCA CMC1 AZI2 IRF6 POU2F2 TNFRSF25 RBMS3 SIPA1L1 ST6GALNAC3 FANCG RTP4 ABL2 PDGFRA KLHL24 BCL6 CASP1 TICAM2 TMED7-TICAM2 ST6GALNAC5 GALNT3 LNX1 NOD2 IRAK3 PPP1R3C GPX7 SELENBP1 CDO1 KIF15 IL4I1 KCNH1 ACP5 CYP27B1 AVIL COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 METTL7A MVD CSRP2 TLCD3B HSD17B2 SIRT4 TLR3 TRAF5 TUBB3 EPGN PACSIN2 PARP9 NTF3 DGAT2 DTX3L PYCR1 PIM1 CTTNBP2NL JAK2 PPFIA3 UGP2 NEK2 ECHDC2 SNCA PRLR AK5 GRAMD1C DPP7 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 CYTIP CDH13 AC093512.2 SSPN DTL APAF1 ACSM5 ITPR2 ALDOA TPRG1 CAP2 ALOX15B SCP2 PIEZO1 HJURP PIAS3 GOLGA8A ABLIM1 BEX4 NOTUM SCN1A OLR1 NGF CDKN3 ANKS1B QTRT2 JUP ZDHHC23 CDT1 KMT2A PARP14 PYCR3 SYT1 GIP QSOX1 LRIG3 TXLNB SORBS3 TUFT1 HSPBAP1 TEDC2 CDH2 CABP1 POLR3GL IDO1 COL3A1 EPHA5 TP63 BZW1 SLC11A2 PLCD1 MLEC MLYCD AREG PROX1 ACADS DOK5 MCM2 NECAB2 PPP1R12A P3H4 ADAMTSL1 CNIH2 NR3C2 PODN PTK2B SAXO1 CENPF PIK3R3 B4GALT2 GUCY1B1 TRIQK KCNK2 BTC APOC1 APOE AC005670.2 LRRC45 TACC2 PARM1 GABARAPL1 SGCD PTGFRN FAM3C WDR90 CEMP1 SLC6A9 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FKBP10 MR1 AKAP12 CD9 FUS PLD6 FLCN GKAP1 TTLL1 TTF2 KIF27 COL5A2 CYP4F11 SPATA17 PDIA5 TRPM8 INKA1 IL18 UBA7 TDRKH TGFB2 KPNA2 P3H2 TENT5C CYP4V2 BCO2 LYPLAL1 PYCARD TXNIP OASL PDK1 HAUS8 EPRS PAFAH1B3 BEX2 RMND1 CLDN1 P2RX7 MGLL PDGFC IL26 LETMD1 STOM GLUL NEXN S100A10 FLG HRNR SMAD9 CD274 SFRP1 SLC2A6 MARC2 NOTCH2NLA CALML6 HACD2 P2RX4 DCLK2 MARC1 HAUS6 DUSP10 ARL4C MYLK RNASEL RELB RGS16 STK38L DBNDD1 P2RY1 GINS4 PER1 RAP2B NPL RAB40B PTPRE SLC40A1 GAS2L3 ZNF703 ACSS3 ADHFE1 TEX22 FAM20A TRAPPC9 WIPI1 RRS1 ARSG EXOSC8 CLSPN SPRR2D CERS1 TRAIP ALDH3A1 FN3K ARHGEF2 AAK1 PDE3A SSR2 RALGPS1 GATA2 WNK4 DNAJB4 ANKRD11 LAMC2 GUCY1A2 SMAGP SERAC1 NMNAT2 PTGFR LMNA SAMD4A GAS2L1 EPHA3 TRIM16 IFI44L ERBB4 ARNTL2 PLIN2 FMO5 PHGDH IMPDH1 NCF2 IFI44 TGFB1I1 DNAH14 EPHB3 AP2M1 SRGAP1 B3GNT9 VAV2 LBR TRAPPC6A HAS1 CORO1A ENAH C12orf66 CDC45 SLC28A3 PADI1 FPR1 TULP4 NTNG2 CAMK2N2 ARPC5 EPHX1 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 GCH1 MOCOS SYNE1 ULK2 ADGRL4 CAT AC074143.1 ANXA2 COPRS PARP1 NIBAN1 NDUFA4L2 HYLS1 SHMT2 PUS3 FBXL8 ITPKB PPFIBP1 PSEN2 MME HSDL1 WDR66 KALRN FHOD3 COL5A1 ESR1 ACTG1 WDHD1 ABCA5 FSCN2 FBXO10 HMCN1 NTRK2 SEPTIN5 AC000093.1 LGALS3 BST1 SCN8A EHF ATP2C2 DDX31 KIF2C PTGS2 PLA2G4A HES1 MEF2C KCNJ8 RTL10 SPX KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 MUC13 ABCC9 DLGAP5 OBSCN ST8SIA1 CYP2D7
## 218 ADAMTS13 GSTT2B SCG5 THSD1 HLA-F PARD6B WNT3 GREM1 ADAM19 CYFIP2 LRRC32 KDR KIT ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 POSTN IGF1 PMCH APOM BGLAP HIST3H2A SFRP4 HIST1H3H HIST1H2BN CGREF1 GABBR1 HLA-B FAM20C DDAH2 HLA-E FLRT1 RPS9 B4GALT1 CALR IL15RA SEMA3A NRG2 LAMA2 RIDA CTSF CCL2 SCIN CCL7 TSKU POP1 CCL8 PGF PENK PDGFA SERPING1 CCL13 PCNA AGER CCL26 CLEC3B FUCA1 PYGB C1QTNF2 SMPDL3A IGFBPL1 IL17D CCN6 TIMP4 TNFSF9 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 MMP28 CD70 EZR FIBIN BBOX1 DSP RNLS TMSB4X CDCP1 TNFSF14 OLFML1 EFNA5 COL11A2 BMP6 TXNDC5 HSPA12A MUC20 CYSTM1 SLC46A3 TUBB CTSB NOTCH4 CNN2 PCOLCE TAX1BP3 CTNS ALDH3B1 LOXL3 PLEKHA7 C3 FGF10 PSMB8 HSPA1A PFKL PSMB9 CDSN PKD1 COL13A1 SERINC5 VWCE SLIT2 HSPG2 RELN ACTC1 CARMIL1 CD44 LAMB2 PLGLB1 YWHAQ RNH1 NME5 PGD HBEGF C14orf93 FLRT3 PLAU GANAB FGF18 NDRG3 ENOX1 CPA4 NINL CSF2RA MYH11 DBI IL7R ANGPTL4 CNTNAP3 MMP11 UTS2 GNPTG NEU1 EGFR SEC13 CCL5 PLGLB2 VCL SCN1B EHD4 KAZALD1 MIF LAMA4 ZG16B TGFB3 SDCBP FAM180A ARSE LRRC4C CEMIP2 LY75 HLA-DRB1 PIP LY6G5B RUSC2 FNDC1 CAPN5 MANF PGAM1 FLRT2 PRSS23 PKM CNTF FERMT3 PRKAG2 ADA2 STX1A NUCB2 SCG2 ARSJ NMU RAB9A IL32 MSTN H2AFV CCDC126 GSTK1 LTBP4 VTN SNRNP25 SOGA3 AKR1B1 NRP2 HLA-A ACTA2 IGF2 DDR1 TREH TUBB6 SCUBE3 SMPD1 EPHB2 SOD2 DSN1 RHOA PCSK2 CPXM2 ADAMTSL3 KIF20A ACAT2 PLA2R1 ENPP1 TECTA PTN KDSR GK LOXL4 DNAH1 DHRS13 AKR1B10 GSTCD C4A SERPINE2 HSPE1 SOGA1 SLIT3 BGN LMAN1 TUBB2A HSPD1 BDNF F12 PDZD2 MXRA5 H2AFX IARS PLOD1 PNP VEGFB LYPD6 TNXB COL17A1 EVA1C EGFL8 PEPD CCN2 OLFM2 IFI30 NEBL CCBE1 COL25A1 SBSN GNAI2 ELFN1 MMP16 DNAH5 SERPINB5 BMP2 HSPH1 RHOQ DSTN ALDOC CBLN3 NUDT1 NARS YWHAH LIF CCDC180 ALAD RAB3A ITGA4 ECE1 METRN ELANE PRSS3 VAMP8 VAMP5 PKDCC SERPINF1 CFD RNASE4 ANG C4B NPC1 DEAF1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 SERPINB7 ATP6V1C2 SUSD2 ITGA1 HSPA13 AIFM2 F2RL2 C5orf38 CTSC IFNE ARSI PLAT SERPINE1 SIAE LYPD1 SEMA3B F2R TNFRSF8 COL5A3 PLXNB1 RTN4RL1 LIPC DOCK10 ABCC1 PFKP ABHD14B CLIC6 PRSS12 MOXD1 TFPI2 FAM50B GOT1 MEST WNT5B ADH5 AC126283.2 CFI SLC4A4 UCN ADM MAGED2 ADH6 MARCKS INHBA GNL3 HEXA ACTR3B SLC3A2 CSPG4 SERPINB2 FBLN2 ADA B2M MXRA8 KIRREL3 ASAH1 ADAMTS10 GASK1A BLMH TNFRSF1B PAPLN PAICS SEC14L2 STX3 ARL3 SIPA1L3 ADAMTS16 ADAMTS14 RENBP AMPD3 COL1A2 VASH1 HSPB1 GDF6 CDK1 PSAT1 STC2 PLA2G6 SPR PRXL2B LOX FKBP5 CCN5 LFNG PLOD3 ADAM10 CNKSR2 VEGFA MGAT5 CAPZB CDNF LY96 ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT GSDMD PSPN COL12A1 GSTO2 COL4A4 CPPED1 ANGPTL6 CFAP58 VNN1 BST2 NPR3 EXT2 ANXA1 VLDLR CRIM1 ADAMTS3 S1PR3 SHROOM2 PPIB NMB CTSD NRG4 TALDO1 FKBP4 TNFAIP6 NAPRT VIT SDC2 DAG1 GDF15 LAMA3 PLAC8 VNN3 UGDH APOB COL4A3 MGAM DNAAF4 PLA2G2A COL10A1 FOLR3 FBLN7 SPARCL1 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 HSPB6 FRZB LOXL2 SEMA4G MYO1D RIMS2 CYB5D2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 MFAP4 IDUA RSPO3 SLC38A1 STK36 NEDD4L TPI1 ENO2 CYBRD1 GSR SPINT2 SLC2A5 COL28A1 PCDHGB5 IBSP SULF1 CNPY4 SLC26A4 CEMIP ANGPT1 CD82 MYO15A LOXL1 C3orf33 APOL4 RSPO2 CES1 WNT5A ADAMTSL5 SPP1 PKD2 ADAMTS1 ADAMTS5 HPSE UGGT1 APOL2 ZNF177 MTHFD2 SRGN CXCL12 MATN3 GHR CLU TNFRSF11B MMP14 SERPINE3 STC1 SPTBN2 LDLR C18orf54 C7 IGFBP1 OSTF1 ERFE CD74 HIST1H3B TEK PPL GNPDA1 GPC4 RAB27B PAMR1 TAOK1 IL1R2 IGFBP7 SYT7 PTER TRMT10A GPD1L DNAJC9 MAL2 NAV2 CMTM8 FJX1 DKK2 PROS1 PCSK5 COL27A1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN APOL1 HFE CLIC5 GPC3 IGFL3 CCN3 GAS6 NRN1 GAL3ST4 CST3 FGF1 DYNC1H1 ADAMDEC1 ENPP5 HSPA8 FBN1 ADAM28 SOD3 WARS TPP1 TKT IL16 A1BG PDIA3 COL18A1 IL17RE MAPT EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL MEGF6 FAT4 SSH2 NDNF SPON2 COL15A1 STMN1 KRT86 KRT7 ENDOU SEMA4B KRT81 FAP WNT2 ADAMTS15 COPS8 FAM3B COL4A6 NANS NME1 ENPP2 COL8A2 COCH LAMB1 HPGD LGALS9 TMEM256 ITGB2 ALDH7A1 COMMD3 MYH9 IL1R1 CD163L1 ALPL AXL APPL2 XYLT1 ACAN AGO2 IGFBP4 GRID1 LSP1 NAMPT ICAM4 SCARA3 C2orf16 VCAM1 CKB ICAM1 IGFBP2 IL1RL1 CKAP4 CTSO MMP19 CD1D ZDHHC1 STAG3 IGFBP5 FLNA PTHLH KRT33B GDF11 TMED9 LRP8 PTX3 ZNF446 SAA2 SAA2-SAA4 HHIPL1 ZBTB38 HAPLN3 IGFBP3 NTM MAN1C1 SCNN1A C11orf45 GPX4 ASPN OMD OGN KRT5 ECM2 ARMC8 PRCD FTH1 TMEM98 LRRC17 SLC12A1 VIM CDA AEBP1 SAA1 CCL20 SDC1 MFGE8 MATN2 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 IL34 ADGRG1 SEMA5A TSLP COL4A5 TCN2 TGFB1 CRP COL14A1 PILRA ADAM11 H2AFZ KRT18 TNFSF15 KRT8 FN1 TNC PPP1R13L FGR TNIK ECH1 PSG1 CRISPLD1 THSD7A VEGFC TGFBI GMDS PATJ UCN2 ISLR ATP1A2 SERPINA3 TIMP3 DDAH1 NPC2 PRNP CCN1 CCL28 ZNHIT6 AQP1 PSG4 IRF2BPL COL6A3 CREB5 PSG5 YARS AHNAK HIST1H2BK GLDN PTGS1 COL9A2 DNASE1L1 CD14 FGF11 FABP3 CALM1 F8 COL11A1 THSD4 ADAMTS7 NRCAM ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 TMEM155 ANGPTL7 COL24A1 PCYOX1L AMY2B TUBB4B CXCL16 LPL HHIP GGACT TXN RARRES1 CAPN1 MET CD248 SRPX2 SLAMF1 BAIAP2L1 IL17B ABI3BP TARS DMBT1 TLE2 MYH3 SERINC2 CX3CL1 LAMA1 FIGNL1 C6 COL7A1 TOR4A ANGPTL5 CLCA2 ALDH1A3 VMO1 SPOCK1 HIST1H2BD GDF7 ADAMTS6 ADAMTS12 MCAM FST SH3BGRL3 PRADC1 TINAGL1 HIST1H3E SBSPON COL4A2 CD37 SVEP1 FSTL5 THBD PAPPA HIST1H4H COL4A1 ADAMTS9 FAT1 TGM1 OXSR1 LRP2 TMEFF1 RAC2 COL16A1 F11R IL7 BMPER COL6A1 ENG VSTM2L HSPA9 C1QTNF7 DNAJB9 DES ATAD2 IGFBP6 BCHE AKR1C1 HTRA3 ACE FGF7 CMBL PSG9 CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 IL12A SLC2A3 CSTB TAFA5 TNFSF12 SNED1 PPIC ATP6V1B2 C1QTNF5 SNX18 TF FSTL3 CDH1 MLPH ELFN2 TMC4 LSAMP ESM1 CD151 AKR1C3 MMP7 PLS1 FURIN INHA EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 LRRC6 FGF14 ITGBL1 CSF2 TIAM2 ABCB1 ADM2 COL6A2 ITGB3 PDIA4 SAT2 MDK APLP1 DERPC ADAMTS4 FSCN1 MFNG LRRN3 TPX2 GBP1 LAMA5 PRL C1S GMPPA GBP2 NCOA3 CD177 NOG GREB1 MOGS FGL2 SULF2 CBR3 DOP1B GALM ANXA8 VASP MMP8 GBP4 APELA PTGR1 GNG2 SEMA7A MFAP5 MMP3 MMP1 LCAT GAPDH NLN CFL1 F3 NECTIN1 MAP2K2 EFEMP2 APOD LUZP2 SCPEP1 CRYL1 BDH2 APOL6 LBP MAMDC2 TUBA1A HSPA6 CFH ERBB3 RHOBTB3 GLRX LAG3 PRRG4 GDNF PPM1L ADAMTS2 NID2 MYOF PCOLCE2 ITGB4 KIF4A SEMA6B LEPR TG ACP7 FBN2 ITGB8 PINLYP HNRNPA1 GPT PRTG LDHA ZSWIM5 RPL3 CEP55 MUC15 OLFML2B RTN4RL2 ENTPD1 CPZ SLITRK1 IZUMO4 PLPP1 RBP4 MMP15 SERPINI1 CALU PTPRC CRELD2 PRSS54 TUBA4A GLB1L TMEM132A SRPX MMP12 PCSK1 CD38 CHRDL1 MYL6 SPARC CDC7 THBS1 SNORC UNC13D NDRG2 EPHB1 CORIN TGFBR3 GTPBP2 ARRDC4 SMC2 PLOD2 MDGA1 ACOT11 TUBB1 APLN XPNPEP2 TXNDC16 LRIG1 SYNE2 HMGN2 ST3GAL6 COL1A1 GPC1 HP CCDC134 FGF5 IL1B WASL GHDC NXPE3 ALDH8A1 C1QL1 GMFG HNRNPA2B1 KRT10 INHBB RFTN1 APOL3 NOTCH2NLC IL11 PTGIS GALNT2 SH3BGRL GCA C1RL LEP PLXDC1 AGT PLAUR S100A4 KIAA1324 S100A16 MICAL1 RAET1E GPLD1 S100A13 SLC1A4 EBI3 COLQ CRY2 ALDH2 STEAP4 PROCR SLC44A2 MMP24 FLT3LG RAB3D SLPI PBLD FGF2 CHSY1 SSC5D SARS GNRH1 CAMK4 RSPO1 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 PLAC9 CA11 GNB4 PPP2R1B SCARB1 RAMP1 ADPRH FBLN1 C5orf46 ALCAM ACTR2 ISG15 KPNB1 CSRP1 CDCA8 PLA1A CPE PLSCR1 NOTCH3 BLVRB NEDD4 COBLL1 WLS PCSK9 GSTM4 HMGB2 DPT GSTM2 CABYR CTSH FLNB RARRES2 SMOC1 CCDC3 ATP1B1 KITLG CCDC39 WNT7B EMILIN3 PRKCH MSLN ITGB1 GLE1 ATP2B1 NRG1 SCRG1 IL33 EPOR C1orf54 TPM3 CTF1 LTBP3 ARPC1B ELN FGFR2 CLEC11A TFRC ENPEP FCGRT NAAA NID1 CPA3 GNB3 DKK1 LY6K CCDC80 AGRN NOTCH1 SEMA3C OAS1 SPATA20 OAS3 THEM6 APOLD1 QPRT AARS EGFL7 SCRN2 GGH GPRC5A CRACR2A GAA TSPAN8 ADCK1 THBS2 LGALS1 CSF1 BLOC1S1 HEBP1 PROM2 HSPA2 COL8A1 SPTBN4 VPS37C NAGA RECK PRDX1 CSE1L A2M MEGF9 LUM DCN SPOCK3 CD109 TIMP2 PLEKHO2 RRAS ROBO4 P3H1 FSTL1 NRROS ACTN1 ECM1 WASF3 HIST4H4 H2AFJ GREM2 ITM2C MYL12A SVBP GPX3 CTH PTPRJ OLFML2A COTL1 ITGAV ADAMTSL4 CCN4 MGP SFRP2 RACGAP1 MYH10 MELTF IL6R KMO CNTN3 SLC1A1 PDGFD SLC26A11 NUCB1 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP COLEC12 NOTCH2 TRHDE ULBP2 ULBP1 CTSS ADM5 GFOD1 CTSK CRLF1 BMP1 AMH GDF5 ARHGDIB PRSS53 PRCP CACNA2D1 NEGR1 TFPI FASN MARS CDH8 CHI3L1 PTPRO BTG2 INHBE FMOD PRELP PROK1 C1QTNF1 HDLBP ARHGAP9 PECAM1 ABCA3 G6PD TRAPPC1 ULBP3 HSD11B1L SLC37A2 TNFAIP3 CXCL8 CDH11 PTGDS CXCL6 PF4V1 CXCL1 PF4 CPNE8 SLC2A1 GLIPR1 RAB3B CXCL5 CXCL3 PCLO KRT34 P4HB ADAM12 AHCTF1 PACSIN3 GPRC5B CLIC3 KIF23 TNFSF4 SEMA6C CXCL2 ARSB NLRP3 RAB15 HSPA5 SMS ANPEP HEBP2 CASP4 NAGLU DAAM2 FTL BHMT2 ASS1 SEMA3E GALNT1 RAB29 VCAN C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 NTN1 NPB ENDOD1 APOC3 CHI3L2 CSTA ACOT7 JAG1 ROBO2 APOA1 NTN4 PRDX4 PKNOX2 HAPLN1 KRT15 C4BPB CACYBP KRT19 KRT9 C4BPA ARMC9 KRT14 IL12B SECTM1 PVR SERPINH1 CLTCL1 EFNA4 EFNA1 KRT16 OLFML3 ADIPOQ SLC7A5 PAPPA2 IL6 CHEK1 CYB5R3 BAIAP2 PODNL1 MUC1 GSN HEXD SQSTM1 EDIL3 OVGP1 NRP1 ERMN MID2 GNG7 NRAS VCP TMEM38A ST6GAL1 AOX1 C11orf52 CRYAB CGB8 IDH2 ANGPTL1 KRT17 LRRK2 LAMB3 CMTM3 MASP1 THBS3 ISM1 PRKCA IRF6 TNFRSF25 C1QTNF12 GALNT3 GPX7 SELENBP1 COMP IL4I1 PGK1 BMP4 METTL7A CILP TLR3 TUBB3 EPGN PACSIN2 NTF3 PPFIA3 BCAM UGP2 SNCA PLEKHH3 CPAMD8 PRLR DPP7 EREG GNAL CDH13 APAF1 ALDOA IGSF10 ALOX15B PDZK1 CD160 ESF1 NOTUM TMEM52B OLR1 NGF JUP C11orf54 GIP QSOX1 LRIG3 TUFT1 CDH2 CABP1 COL3A1 SLC11A2 PLCD1 AREG ADAMTSL1 PODN BTC APOC1 APOE FAM3C MR1 CD9 TTLL1 KIF27 COL5A2 IL18 TGFB2 ITGA6 C17orf58 P3H2 PYCARD KLKB1 OTOGL PDGFC IL26 STOM GLUL S100A10 MFAP2 FLG HRNR PDCD1LG2 CD274 SFRP1 NOTCH2NLA P2RX4 IL1RAP HHIPL2 RAP2B NXPH3 LIN7A REXO5 FAM20A ARSG CERS1 ALDH3A1 ANGPTL2 LAMC2 SERAC1 PTGFR EPHA3 ERBB4 PLIN2 PHGDH IMPDH1 TGFB1I1 EPHB3 AP2M1 CORO1A NTNG2 ARPC5 PSMD2 PRSS27 CAT NXPH4 ANXA2 NIBAN1 SHMT2 MME KALRN COL5A1 ACTG1 HMCN1 LGALS3 BST1 WNT9A PRG4 DMKN LRRC15 SPX MUC13 HEG1 CPM C15orf61 FCGBP
## 2215 ADAMTS13 GSTT2B HLA-F PARD6B GREM1 ADAM19 CYFIP2 LRRC32 KIT ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 POSTN IGF1 APOM BGLAP HIST3H2A SFRP4 HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E FLRT1 RPS9 B4GALT1 CALR IL15RA SEMA3A NRG2 LAMA2 RIDA CTSF CCL2 SCIN CCL7 TSKU POP1 CCL8 PGF PDGFA SERPING1 CCL13 PCNA CCL26 CLEC3B FUCA1 PYGB C1QTNF2 SMPDL3A IGFBPL1 IL17D CCN6 TIMP4 TNFSF9 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 MMP28 CD70 EZR BBOX1 DSP RNLS TNFSF14 EFNA5 COL11A2 BMP6 TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 LOXL3 PLEKHA7 C3 FGF10 PSMB8 HSPA1A PFKL PSMB9 PKD1 COL13A1 SERINC5 SLIT2 HSPG2 RELN ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD HBEGF FLRT3 PLAU GANAB FGF18 NDRG3 ENOX1 CPA4 NINL MYH11 DBI ANGPTL4 MMP11 UTS2 GNPTG NEU1 EGFR SEC13 CCL5 VCL EHD4 KAZALD1 MIF LAMA4 ZG16B TGFB3 SDCBP ARSE LRRC4C CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 MANF PGAM1 FLRT2 PRSS23 PKM CNTF FERMT3 PRKAG2 ADA2 NUCB2 SCG2 RAB9A IL32 MSTN H2AFV GSTK1 LTBP4 VTN SNRNP25 SOGA3 AKR1B1 HLA-A ACTA2 IGF2 DDR1 TREH TUBB6 SCUBE3 SMPD1 SOD2 RHOA PCSK2 CPXM2 KIF20A ACAT2 ENPP1 TECTA PTN KDSR GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 SLIT3 BGN LMAN1 TUBB2A HSPD1 BDNF F12 MXRA5 H2AFX IARS PLOD1 PNP VEGFB TNXB COL17A1 PEPD CCN2 NEBL CCBE1 COL25A1 SBSN GNAI2 ELFN1 MMP16 SERPINB5 BMP2 HSPH1 RHOQ DSTN ALDOC CBLN3 NUDT1 NARS YWHAH LIF CCDC180 ALAD RAB3A ITGA4 ECE1 METRN ELANE PRSS3 VAMP8 VAMP5 SERPINF1 CFD ANG C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 SERPINB7 ATP6V1C2 SUSD2 ITGA1 HSPA13 AIFM2 CTSC IFNE PLAT SERPINE1 SIAE SEMA3B TNFRSF8 COL5A3 RTN4RL1 LIPC DOCK10 ABCC1 PFKP ABHD14B CLIC6 MOXD1 TFPI2 FAM50B GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADM ADH6 MARCKS INHBA GNL3 HEXA ACTR3B SLC3A2 CSPG4 SERPINB2 FBLN2 ADA B2M MXRA8 ASAH1 ADAMTS10 BLMH PAICS SEC14L2 STX3 ARL3 SIPA1L3 RENBP COL1A2 VASH1 HSPB1 GDF6 CDK1 PSAT1 STC2 PLA2G6 SPR PRXL2B LOX FKBP5 CCN5 LFNG PLOD3 ADAM10 CNKSR2 VEGFA MGAT5 CAPZB CDNF LY96 ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT GSDMD PSPN COL12A1 GSTO2 COL4A4 ANGPTL6 CFAP58 BST2 NPR3 EXT2 ANXA1 VLDLR ADAMTS3 SHROOM2 PPIB CTSD NRG4 TALDO1 FKBP4 TNFAIP6 NAPRT VIT SDC2 DAG1 GDF15 LAMA3 UGDH APOB COL4A3 MGAM PLA2G2A COL10A1 SPARCL1 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 FRZB LOXL2 SEMA4G MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 MFAP4 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 COL28A1 PCDHGB5 IBSP SULF1 SLC26A4 ANGPT1 CD82 MYO15A LOXL1 C3orf33 APOL4 CES1 WNT5A ADAMTSL5 SPP1 PKD2 ADAMTS1 ADAMTS5 HPSE UGGT1 ZNF177 MTHFD2 SRGN CXCL12 MATN3 GHR CLU TNFRSF11B MMP14 SERPINE3 STC1 SPTBN2 LDLR C7 IGFBP1 ERFE CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L DNAJC9 MAL2 NAV2 CMTM8 FJX1 DKK2 PROS1 PCSK5 COL27A1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN APOL1 HFE CLIC5 GPC3 IGFL3 CCN3 GAS6 NRN1 GAL3ST4 CST3 FGF1 DYNC1H1 ADAMDEC1 HSPA8 FBN1 SOD3 WARS TPP1 TKT IL16 A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SSH2 NDNF SPON2 COL15A1 STMN1 KRT86 KRT7 ENDOU SEMA4B KRT81 FAP WNT2 ADAMTS15 COPS8 FAM3B COL4A6 NANS NME1 ENPP2 COL8A2 COCH LAMB1 HPGD LGALS9 TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 XYLT1 ACAN AGO2 IGFBP4 GRID1 LSP1 NAMPT SCARA3 C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 CTSO MMP19 CD1D ZDHHC1 STAG3 IGFBP5 FLNA PTHLH KRT33B GDF11 TMED9 PTX3 ZNF446 SAA2 SAA2-SAA4 ZBTB38 HAPLN3 IGFBP3 MAN1C1 SCNN1A GPX4 ASPN OMD OGN KRT5 ECM2 FTH1 TMEM98 LRRC17 SLC12A1 VIM AEBP1 SAA1 CCL20 SDC1 MFGE8 MATN2 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 IL34 ADGRG1 SEMA5A TSLP WNT3 COL4A5 TCN2 TGFB1 CRP COL14A1 PILRA ADAM11 H2AFZ KRT18 TNFSF15 KRT8 FN1 TNC PPP1R13L FGR TNIK ECH1 CRISPLD1 VEGFC TGFBI GMDS PATJ UCN2 ISLR ATP1A2 SERPINA3 TIMP3 DDAH1 NPC2 PRNP CCN1 CCL28 ZNHIT6 AQP1 IRF2BPL COL6A3 CREB5 YARS AHNAK HIST1H2BK GLDN PTGS1 COL9A2 CD14 FABP3 F8 COL11A1 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 COL24A1 AMY2B TUBB4B CXCL16 LPL GGACT TXN RARRES1 CAPN1 CD248 SRPX2 SLAMF1 BAIAP2L1 IL17B ABI3BP TARS DMBT1 TLE2 MYH3 SERINC2 CX3CL1 LAMA1 FIGNL1 C6 COL7A1 ALDH1A3 VMO1 SPOCK1 HIST1H2BD GDF7 MCAM FST SH3BGRL3 TINAGL1 HIST1H3E SBSPON COL4A2 CD37 THBD PAPPA HIST1H4H COL4A1 ADAMTS9 FAT1 TGM1 OXSR1 LRP2 TMEFF1 RAC2 COL16A1 F11R IL7 BMPER COL6A1 ENG HSPA9 DNAJB9 DES ATAD2 IGFBP6 BCHE AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 IL12A SLC2A3 CSTB TAFA5 TNFSF12 PPIC ATP6V1B2 C1QTNF5 SNX18 TF FSTL3 CDH1 MLPH ELFN2 TMC4 CD151 AKR1C3 MMP7 PLS1 FURIN INHA EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 CSF2 TIAM2 ABCB1 COL6A2 ITGB3 PDIA4 SAT2 MDK APLP1 DERPC ADAMTS4 FSCN1 MFNG LRRN3 TPX2 LAMA5 PRL C1S GMPPA GBP2 NCOA3 CD177 NOG GREB1 MOGS FGL2 SULF2 CBR3 DOP1B GALM ANXA8 VASP MMP8 GBP4 APELA PTGR1 GNG2 SEMA7A MFAP5 MMP3 MMP1 LCAT GAPDH CFL1 F3 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH ERBB3 RHOBTB3 GLRX GDNF PPM1L ADAMTS2 NID2 MYOF ITGB4 KIF4A SEMA6B FBN2 ITGB8 HNRNPA1 GPT PRTG LDHA ZSWIM5 RPL3 CEP55 OLFML2B RTN4RL2 ENTPD1 CPZ PLPP1 RBP4 MMP15 SERPINI1 PTPRC CRELD2 PRSS54 TUBA4A TMEM132A SRPX MMP12 PCSK1 CD38 MYL6 SPARC CDC7 THBS1 SNORC NDRG2 EPHB1 TGFBR3 ARRDC4 SMC2 PLOD2 MDGA1 ACOT11 TUBB1 APLN XPNPEP2 TXNDC16 LRIG1 SYNE2 HMGN2 ST3GAL6 COL1A1 GPC1 HP FGF5 IL1B WASL ALDH8A1 HNRNPA2B1 KRT10 INHBB RFTN1 IL11 PTGIS SH3BGRL GCA C1RL LEP AGT S100A4 KIAA1324 S100A16 MICAL1 RAET1E GPLD1 S100A13 SLC1A4 EBI3 COLQ ALDH2 STEAP4 PROCR SLC44A2 MMP24 FLT3LG RAB3D SLPI PBLD FGF2 SSC5D SARS GNRH1 CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 RAMP1 ADPRH FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 CDCA8 PLA1A CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS PCSK9 GSTM4 HMGB2 DPT GSTM2 CTSH FLNB RARRES2 SMOC1 ATP1B1 KITLG WNT7B EMILIN3 PRKCH MSLN ITGB1 GLE1 ATP2B1 NRG1 SCRG1 IL33 TPM3 CTF1 LTBP3 ARPC1B ELN FGFR2 CLEC11A TFRC ENPEP FCGRT NAAA NID1 CPA3 GNB3 DKK1 CCDC80 AGRN SEMA3C OAS3 QPRT AARS EGFL7 SCRN2 GGH GPRC5A GAA TSPAN8 THBS2 LGALS1 CSF1 BLOC1S1 HEBP1 PROM2 HSPA2 COL8A1 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M MEGF9 LUM DCN SPOCK3 CD109 TIMP2 RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ GREM2 ITM2C MYL12A GPX3 CTH PTPRJ OLFML2A COTL1 ITGAV ADAMTSL4 CCN4 MGP SFRP2 RACGAP1 MYH10 MELTF KMO SLC1A1 PDGFD SLC26A11 NUCB1 TMEFF2 PI16 EMILIN1 CRISPLD2 AFP COLEC12 TRHDE ULBP2 ULBP1 CTSS CTSK CRLF1 BMP1 AMH GDF5 ARHGDIB PRCP CACNA2D1 TFPI FASN MARS CHI3L1 PTPRO BTG2 INHBE FMOD PRELP C1QTNF1 HDLBP PECAM1 ABCA3 G6PD ULBP3 SLC37A2 TNFAIP3 CXCL8 CDH11 PTGDS CXCL6 PF4V1 CXCL1 PF4 CPNE8 SLC2A1 GLIPR1 RAB3B CXCL5 CXCL3 PCLO KRT34 P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 KIF23 TNFSF4 SEMA6C CXCL2 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 SEMA3E RAB29 VCAN C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 NTN1 ENDOD1 APOC3 CHI3L2 CSTA ACOT7 ROBO2 APOA1 NTN4 PRDX4 PKNOX2 HAPLN1 KRT15 C4BPB CACYBP KRT19 KRT9 C4BPA ARMC9 KRT14 IL12B SECTM1 PVR SERPINH1 CLTCL1 KRT16 OLFML3 ADIPOQ SLC7A5 PAPPA2 IL6 CHEK1 BAIAP2 PODNL1 MUC1 GSN HEXD SQSTM1 EDIL3 NRP1 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB CGB8 IDH2 ANGPTL1 KRT17 LRRK2 LAMB3 CMTM3 MASP1 THBS3 PRKCA IRF6 C1QTNF12 GALNT3 SELENBP1 COMP PGK1 BMP4 CILP TLR3 TUBB3 EPGN PACSIN2 NTF3 PPFIA3 BCAM UGP2 SNCA PLEKHH3 CPAMD8 DPP7 EREG GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 ESF1 TMEM52B NGF JUP C11orf54 GIP QSOX1 LRIG3 CDH2 CABP1 COL3A1 SLC11A2 PLCD1 AREG PODN BTC APOC1 APOE FAM3C MR1 CD9 COL5A2 IL18 TGFB2 ITGA6 C17orf58 P3H2 KLKB1 PDGFC IL26 STOM GLUL S100A10 MFAP2 FLG HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ARSG ALDH3A1 ANGPTL2 LAMC2 SERAC1 PHGDH TGFB1I1 AP2M1 CORO1A NTNG2 ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN COL5A1 ACTG1 HMCN1 LGALS3 BST1 WNT9A PRG4 DMKN LRRC15 SPX MUC13 CPM FCGBP
## 2237 MT-ND2 MT-ND3 ADAMTS13 GSTT2B RPS9 SCG5 SURF1 ARHGAP11B CKAP2 BYSL MAP2K5 THSD1 HLA-F ARMCX1 PARD6B MXD1 PIGH HHAT POLD4 TBC1D10C CARNS1 AP003419.1 PLIN3 ADAM19 CYFIP2 KDR PKP4 XAF1 KIT ALDH1L2 ALDH18A1 CHST11 GFRA1 TXNRD1 DDO SGO1 CHPF2 GLT8D2 CRABP2 HSP90B1 STAB2 TIMM8A IQGAP3 POSTN IGF1 BARD1 ALDH4A1 DRAM1 GLMP BGLAP DNAJA3 PDK3 RGN PPP4R4 HIST1H2BN MYL9 DUOX1 AKAP11 MOAP1 UBE2L6 HIP1 PLCB2 FZD8 ADAP1 HLA-B FAM20C DDAH2 KCNIP3 KRTAP1-1 HLA-E KRTAP2-3 FLRT1 B4GALT1 CALR IL15RA PCSK7 MUC12 NIPA1 RDH10 BAG1 SIDT2 RIDA CTSF UBR4 UBE2H SLC35E4 DUSP18 SVIL SCIN CDC42EP5 RAB26 TLR1 CDK6 TLR6 ZC3HAV1L NFATC2 SYTL3 PENK RFK CLOCK PDGFA SERPING1 FAM114A1 AHRR DGLUCY NEURL2 SAMD9L ARL4A TYRO3 EFL1 CLEC3B FUCA1 PYGB SLC35D2 MSX2 H1F0 ROS1 ALDH1B1 PPP1R9A TUBE1 SYN2 FOXO3B ZNF395 CCN6 SLC7A11 TIMP4 MYO19 GCNT1 TNFAIP2 FABP5 PPFIBP2 DNAJC28 PDPN CAND2 EZR FIBIN BBOX1 DSP TMSB4X TAP2 NUP153 PARD3B TRIM16L CEP128 CYP2U1 AP003071.5 PDGFRB PDLIM2 GOLGA8B ARHGAP21 PIGW KCNS2 FAM110B PI4K2B HTD2 TIAM1 OSBP2 COL11A2 SAXO2 SHANK2 TXNDC5 IMPA2 MUC20 CYSTM1 SHTN1 SGPP2 TUBB ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 GOLGA6L9 CNN2 PHYH TRIB3 GCAT TAX1BP3 EFR3B CTNS ALDH3B1 PLEKHA7 DNMBP PTTG1 P2RX5 ANK1 C3 FARSB TRPC4 PSMB8 HSPA1A CDIP1 VPS13A CD320 FRAT1 SQLE GPER1 TRDN PFKL PSMB9 ANK3 TPM1 ANKRD2 PDE1C PKD1 TAP1 DNAJA4 RAB33A COL13A1 SERINC5 MSRB1 SEC61G CDK15 SLC25A42 MRPS30 JAK3 HSPG2 ACTC1 MAP2K1 ARHGAP18 CARMIL1 MCM3 RMI2 SOCS1 CD44 SLC26A6 SPEF2 LAMB2 CCT6B EHD3 ATP11A KYNU SH3BGR CCND1 AUH TBC1D12 ST8SIA4 YWHAQ KAZN HOMER2 HOGA1 MAP3K1 RNH1 TMEM178A SCARF1 ELOVL3 POC1A TM6SF1 MOSPD3 PGD POLA1 CCS MYO7B USE1 HBEGF STIP1 EPM2A CHKA FLRT3 CTAGE1 GRAMD1A PAQR8 TCIRG1 SEL1L2 ROR2 PLAU SLC39A7 CETN2 SESN1 GANAB TTC3 PXK ANKRA2 RILP GPNMB ARRDC3 TENM2 NINL MYH11 STON2 DBI C11orf74 TERT IL7R WASHC2C PEX11G AVL9 HRAS STPG1 RNF217 NLRC3 GTPBP4 GYG2 POGLUT2 IDI2 IDI1 PDCD11 NT5M GOLGA8O IER3 NFATC4 GRHL1 MMP11 FZD5 ARHGEF6 CHCHD10 CISH TDRP JCAD CDC25A IRAK2 GPCPD1 KLF11 TFAP4 DHCR7 MLXIPL NDE1 MICALL2 CYS1 RRM2B PRKDC RTTN ME3 PAK3 GNPTG NEU1 AMPH EGFR SEC13 VCL ARSD HSD17B8 RASD1 FMC1 RHPN2 NOCT EHD4 SPTBN5 ARHGAP11A MIF GOLGA8N HLA-A MICU3 GALNT10 PTP4A3 TGFB3 BUB3 SDCBP MYRIP BORCS8 SERP2 ARSE STMP1 NUP210 RASA4B FKBP9 RPS27L HLA-DRB1 CD302 AC012254.2 PDK4 WWC1 SEC11C FZD7 TMEM184A RUSC2 ITPR3 LPXN MANF HLA-DMA PGAM1 FLRT2 PARP8 PRSS23 PKM MYL5 FZD4 FERMT3 PRKAG2 TNFRSF11A CLASP2 ADA2 STX1A THRA PLCD4 OSTC NUCB2 SCG2 OR2A4 ARSJ ABCA7 TRARG1 RAB9A IL32 PMS2 GFPT2 C11orf24 RRM2 ARRDC2 AP1S3 CAVIN3 ERRFI1 TPBG CFLAR RAB11FIP2 SH3GL3 KCNS3 GLYCTK SCD SLC16A11 TTLL3 SMDT1 RDM1 PRKCE CABLES1 NR2F1 DHFR UBE3D JPH2 ALOX5AP SNN CHRM2 GSTK1 SKP2 VTN SNRNP25 SLC25A18 TRMT6 RASA4 POLR3K TRPM2 AKR1B1 KREMEN2 ACTA2 SREBF1 IGF2 BRD8 SYNE3 PKMYT1 TPD52L1 EMC9 B3GALT5 STAMBPL1 ATG16L2 BCL2 PHLDB1 SMPD1 MGARP MIS18A RPS6KA2 NAA15 EPHB2 MAP3K8 KIF13B NSMAF MRAP CARS SOD2 DSN1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 LRP5 PGGHG PSD KIF20A COA5 ODC1 ACAT2 AL669918.1 ENPP1 PIK3R1 PTN SLC25A6 KDSR UBXN1 CCDC154 GK CAMKK1 WDR81 DNAH1 PCNT NT5C1B RAPGEF6 NIN SLC8A1 PGM3 AKR1B10 CYP3A5 CEP72 PHKA1 AKR1B15 AOPEP ATP6V1G2 C4A SERPINE2 IFITM3 HSPE1 KNSTRN SLIT3 NOP58 DGKI BFSP1 AIMP2 ARHGEF28 BGN BPHL EPAS1 LMAN1 BSCL2 RASGRP2 HSPD1 TP53INP1 CCNE2 B3GALT4 NEURL1B ZNF540 B4GALNT4 BDNF PRR7 GDA F12 IFI27 PDZD2 EMC1 SKA1 IARS PLOD1 HK2 SYNGR3 HEPH PNP PFKFB3 VEGFB GLYATL2 FERMT1 IFI27L2 COL17A1 DYNC1I1 PPP1R3B CCN2 TUT7 IFI30 HPS1 PELI2 CYP21A2 FMN1 SEC31B NEBL COL25A1 IP6K3 PNKD EIF2AK3 GNAI2 MMP16 GEMIN8 AL133352.1 DNAH5 SPAG5 CABIN1 TMEM14A CLCN7 RIMS1 GLYATL1 SBF2 HSPH1 RHOQ DSTN ALDOC OGT GOLGA8G CERKL TIMM44 FOXO1 CBLN3 APBB1IP NUDT1 ACOX2 PMAIP1 GOLGA6L4 NARS DACT1 PLK2 JAZF1 MEIS2 CCNB1 YWHAH IRF7 CLIP3 EIF4EBP3 LIF ALAD LIMS2 RAB3A ATP8B1 FYCO1 PECR FANCC TMEM135 RAP1GAP2 BDKRB2 BDKRB1 CREB3L2 ECE1 CHST15 NANOS1 ELANE TRAM1L1 PRSS3 VAMP8 SYT15 SQOR VAMP5 AKR1D1 LPCAT1 PKDCC HIGD2A SERPINF1 CFD HACD4 DCK MAP2K3 IRF9 ANG SLC25A15 RRM1 C2CD2L SNX8 CASP10 SRXN1 OAT RSC1A1 MYC NPC1 PIPOX MANBA GEMIN4 MCUB PDIA6 CASTOR1 EPS8L2 RNF152 CCDC78 OSR1 SPIRE1 CHAC2 CYTH3 LHPP ATP9A DECR1 ATP6V1C2 SACS ITGA1 RNF144B HSPA13 AIFM2 ITGA2 CALD1 SLC6A4 TYSND1 CTSC TPM2 LIPT1 ARSI ITPR1 TRIO PLAT LONRF1 SERPINE1 MGST2 SAR1A TFAP2A RANBP1 SIAE AGBL3 SAMSN1 RRBP1 MAP2 SEMA3B ITPKC F2R MRPL34 FAM83G TRIM24 ANO8 ME2 COL5A3 LIPC RUNX3 DOCK10 PFKP ABHD14B TANK PCBP4 MPLKIP STAT1 PRSS12 MOXD1 ADI1 ADORA2A AATF CYP26B1 PDSS1 DENND10 TMEM150A EVA1A EXPH5 GOT1 MEST WDR62 MCTP1 SETBP1 ZEB2 WNT5B GLS INPP5J ADH5 E2F8 QARS DTX4 FBXL14 CELF6 FANCD2 CTIF SUGCT CYB5A SDF2L1 LIAS AC104452.1 MAP1A AMT MAGED2 FRY GLT8D1 ADH6 ADH1A MARCKS KIF18A NFKBIA TMEM216 INHBA GCFC2 PPAT SMAD7 MARCH4 HEXA FOSL1 ORC5 OTULINL SLX4 FHIT SLC3A2 MBOAT1 CSPG4 CLGN ADA GCNT2 RHBDD1 ERCC6L ASAP3 RGS3 AHR KDELR2 DAAM1 ECI1 PSPH HMGA1 PET100 B2M KIF3C CEP78 CASTOR2 CIRBP DMD ABCC6 ENTPD7 SPDL1 MXRA8 ASAH1 GASK1A CCDC13 PIGA SFXN4 NXN BRCA2 UCHL1 CENPH ACKR2 BLMH STARD8 TNFRSF1B MPV17 ARHGEF4 MTFP1 PAICS TPST2 SEC14L2 CHST12 GPR135 STX3 HOMEZ ANK2 ARL3 NACAD PTCH1 F2RL1 RENBP NRGN KIFC1 AMPD3 ANGEL1 MARS2 COL1A2 VASH1 TPST1 HSPB1 GSTA4 CDK1 UQCRB TBC1D1 PSAT1 STC2 DAPK2 PLA2G6 CAPN3 TNFAIP8L3 HSD17B11 CYP19A1 SPR SRFBP1 PRXL2B EIF5A ASNS FKBP5 LFNG SPATA13 MAFF RIMS4 SYN1 HS3ST5 PLOD3 ADAM10 RUNX1 VEGFA SFXN2 DLC1 MGAT5 CAPZB CDNF CROT HSPA14 RSL24D1 IQCN LY96 ATP6V1C1 PSME4 MICOS10-NBL1 LTF STK26 GALNT12 KIF24 EGF ACTN4 HNMT RND3 MRVI1 GSDMD ALKBH7 FAM131B ZBED3 CSGALNACT2 COL12A1 FKBP1A GSTO2 TMEM129 COL4A4 TACC3 SHFL FADS2 CPPED1 PDE8B ANGPTL6 ANAPC15 MYORG ARAP3 GRK5 VNN1 BST2 BACE2 EXT2 MYRF TGFBR2 ELOVL6 MICAL3 ANXA1 OR51E2 PDE1A SOX4 BAALC OLAH VLDLR FZR1 FEN1 TMEM187 ADARB1 STXBP6 SHC3 RPL17-C18orf32 SHROOM2 SNX22 PPIB CDK5R1 NMI EVL AC068580.4 CTSD MINDY2 STAT4 NMT2 ITFG2 WRAP53 PRDM16 TALDO1 FKBP4 TNFAIP6 NAPRT KIF5B DEGS2 CACNA1C PIR PGPEP1 SDC2 DAG1 GDF15 LAMA3 PLAC8 SMIM14 PDE7B FBXL7 UGDH NTHL1 APOB IGBP1 COL4A3 MGAM TNS3 DNAAF4 PLA2G2A COL10A1 FOLR3 SPARCL1 GALNT18 PLEKHA1 CHST14 ACTG2 HTRA1 DSEL HPRT1 PLD4 TSSK4 CYP17A1 RGCC LOXL2 TRERF1 ARHGEF17 TWNK TXLNG WDR35 CPEB4 DLG2 POLR3G BAG3 MTFR2 MYO1D RIMS2 HECW1 GPI ATP6V0A4 CPQ ITIH3 VWA1 PRC1 PCSK4 DNM1 DOK3 IDUA ARHGAP20 MCU FHL3 PDLIM7 NOA1 BORCS7 GCHFR SEC24A STK36 TRIM73 NEDD4L DENND2A ST3GAL5 TPI1 YIF1B SPSB2 ENO2 AFDN VPS33B JPT2 CYBRD1 XPC GSR CCDC106 ISYNA1 RHOBTB1 PPP1R14A MT2A SLC2A5 COL28A1 CDCA5 MYO10 GALE MT1E RELT SLC25A37 MT1M UST WDR4 DOCK11 MAMLD1 NOX4 DDX21 SEC24D USP18 MIOS SULF1 MT1F CAMLG CARNMT1 ALS2CL RPN2 CEMIP CLCN4 MT1X RETREG1 MYO18A P4HA1 TM7SF2 GCNT4 ABCA1 HMGCL DDX60 POFUT2 LOXL1 MYCBP XPO1 CEND1 EXT1 RRAGC ADH1C ADH1B PLAAT4 SPAG8 GOLGA8R DGKH AC010422.3 SYNPO2 CES1 VPS51 WNT5A CDCA4 ATAD3B SPATA5 OPRL1 MCM7 SPP1 RUBCNL PLAAT3 SEPTIN4 PKD2 ITGA8 ADAMTS1 ARHGAP27 APBA1 PALLD ADAMTS5 WSB1 SPRY1 HPSE UGGT1 APOL2 ZC3H12D DHRS3 VRK1 OSBPL10 MBD2 REPS2 SLC25A29 FGFRL1 MTHFD2 PRKAA2 SLC25A33 SRGN POLI SLC35G2 YJEFN3 UBE2C CERT1 LAMTOR4 MATN3 ERC2 ARHGEF5 TENT4A GHR NMRK1 SLC25A23 ZFP36 CLU NHS MAP2K6 AFF3 MMP14 DNAJC18 DEPP1 ATAD3A SPTBN2 SYT8 LDLR UGT2B15 SCAPER TMEM126B DUSP3 LAPTM5 FKBP14 KCNJ2 IGFBP1 CDC6 OSTF1 MYOZ2 CD74 SPC24 OMA1 STRADB GASK1B HMGCR PPARGC1A PPL ACVR1B ARHGEF16 GNPDA1 ARHGAP6 NUDT13 GPC4 CH25H RAB27B TAOK1 KCNAB1 TFDP1 IGFBP7 SYT7 WTIP TRMT10A GPD1L SLC27A3 DNAJC9 HS6ST1 MAL2 SSR3 LMBRD1 PROS1 PCSK5 COL27A1 DPP4 TMEM173 SLC44A1 GRASP CIDEC CDC25B SELENOP NR4A1 LGMN JAGN1 APOL1 HFE CLIC5 GPC3 BACH2 UPP1 SLC27A1 NME3 TTLL7 PLEKHG2 TMEM8B HMMR GAS6 TM4SF20 NCAPH MFSD2A CCDC68 GAL3ST4 CST3 FGF1 DYNC1H1 PNPLA3 PORCN SPRY4 HSPA8 BBC3 FBN1 ADAM28 KRT80 CHN1 PIK3CD STK33 ICA1 SOD3 WARS NNMT CYP39A1 TPP1 TKT SERF2 IL16 A1BG CLMP CLSTN2 BDH1 PDIA3 ACAP1 AGPAT5 STARD5 COL18A1 ADRB2 ZBTB16 MAPT RNF24 EIF3E ORM1 DHFR2 SIRPA ORM2 SLC25A27 HYOU1 CYP2S1 HIST1H2BC TOP2A COL15A1 ILK KDELR3 INSIG1 APBB1 STMN1 KRT86 KRT7 BCAS3 KRT81 CBS ERMARD ACKR3 KLF6 COPS8 FABP2 FKBP1B DZIP1L TRIM14 COL4A6 NANS JUN NME1 HERPUD1 SPHK1 COL8A2 C5AR1 ING4 LAMB1 SLC4A7 HPGD LGALS9 RHOV CYP4B1 TP53I3 INPP4B ST5 ITGB2 PPP2R2C ALDH7A1 COMMD3 GCKR MYH9 SPC25 CDKL5 CERS6 NOSTRIN EBP KSR1 DLEC1 APPL2 XYLT1 FADS3 KLHL11 PDE4D SH3TC2 ACAN ETS2 AGO2 FCSK IGFBP4 TNS4 REP15 NFKBIL1 ATP23 NAMPT SCARA3 CHAC1 ABCA13 VCAM1 CKB STAC2 AP5Z1 PLCB3 IGFBP2 PDE5A CKAP4 DIAPH1 CASTOR3 RASGRP3 CTSO TPPP3 DOCK8 THOP1 CD1D CYP27A1 ZDHHC1 IGFBP5 LDLRAP1 SKA2 FLNA PTHLH KRT33B SLC25A22 GAB2 PSTPIP2 TMED9 PTX3 NPAS2 TMEM38B TRAM1 FBXO5 TBC1D2 RHBDF2 LACTB2 CEP152 LTBR IGFBP3 NUDT14 TNIP3 MAN1C1 SCNN1A ARHGAP26 ESCO2 PXYLP1 CDC42EP3 MYH2 CYP4X1 DPH5 RAB3IL1 IPPK GPX4 TGFBR1 OMD OGN KRT5 MYH1 ARMC8 FBXL13 CYGB PRCD EXTL1 CCDC91 OCLN MIF4GD BEST1 MAP3K7CL FTH1 SLC24A5 TMEM98 MTERF2 HSPA4L S1PR1 VIM MALL UGT2B4 SGPL1 FOXRED2 IFIT3 TPK1 COPG1 IFIT2 CDA RANGAP1 RBM3 SMOX CRY1 FZD2 PINK1 IFI16 ARHGAP33 SAA1 SLC66A1L MAP1LC3A TES PRKD1 PLP2 CXXC5 ADGRF5 SDC1 MFGE8 IFIT1 LCTL CYP1B1 RMDN2 MRAP2 SNCAIP GARS ATP6V1G1 CDC25C ARHGAP28 ADGRG2 SYNC SSX2IP SULT1B1 GDPD1 ACLY ZWILCH EHD1 APBB3 COX7A1 ST6GALNAC2 KNL1 ARHGAP32 ACSS1 TP53INP2 SLFN11 PHACTR2 SLC29A3 EXOSC5 ACKR1 BCKDHA SYBU TNNT1 MTSS2 SLC22A17 MCOLN2 PLK4 KRT4 SULT1E1 MX2 VAMP1 STIL VAC14 WNT3 COL4A5 MCOLN3 MAD2L1 TCN2 WDTC1 WDR63 EPB41L4B G2E3 SH3D19 MPP4 TGFB1 ABHD4 HYDIN KIF17 DUSP23 SH2B2 COL14A1 MPP1 MEX3B SPHKAP SH2D4A DIAPH3 PMEPA1 PER2 VMP1 KRT18 ISCU CTNNBIP1 INCENP FOXC1 KRT8 SPATA4 SHC2 ASB5 LDB3 FN1 TNC PPP1R13L DENND6B BACH1 TMEM119 FGR GJC1 KCNQ5 MAP3K12 TNIK ECH1 SPCS3 PFKFB4 HMGCS1 NR4A3 CORO1C ARHGEF3 VEGFC CSGALNACT1 TMTC1 PEG10 TGFBI GMDS PATJ OIP5 SSR1 AFAP1L1 ISLR E2F1 ATP1A2 SERPINA3 DEPDC1B NPHP1 DNER TIMP3 DDAH1 NPC2 PDLIM1 SSH1 ATP8B3 CACNB3 IFT122 PRNP REEP1 CCN1 BTBD8 RASSF2 CLYBL MARCH3 SUN2 RNF180 IRS2 COL6A3 SLC25A21 CBARP INMT ESYT3 PRICKLE1 YARS AHNAK LMTK2 HIST1H2BK PTGS1 COL9A2 SRSF2 SEPTIN6 CYP2E1 DNASE1L1 TMEM102 CD14 RAD51 ADCY8 LARGE1 ACACB FABP3 ANTXR1 CEP70 XRCC3 CALM1 F8 COL11A1 ADAMTS7 TJP2 SLC2A12 ADIRF RPS6KA4 EPB41L5 RHOB MYOZ1 RNASEH2A CAV1 ADRA2C GRPEL2 IFI35 PGM1 PRMT3 PLCB1 ITGB3BP RNF208 AC138811.2 ARL6IP1 CHN2 REEP2 ELOVL7 ASB1 HPS5 RBKS DHRS9 COL24A1 PCYOX1L TMEM106C TUBB4B ECHDC3 CMC4 PARD6A HSF2BP CENPO STK40 GGACT TXN UGGT2 HS1BP3 HIF3A CAPN1 IFI6 DIPK1A ELOVL5 BEND5 AGBL4 GK5 BRI3 NOP53 POLR1B BAIAP2L1 PLEKHH2 CENPQ PLD1 CAPRIN2 PRR5 TARS ARNTL DMBT1 MYH3 CX3CL1 SENP8 FIGNL1 COL7A1 TOR4A CCNA2 PKN3 CLCA2 RAPGEF2 CEP85 ALDH1A3 CARHSP1 PRELID2 NOXA1 ITPKA MX1 SH2B1 ABAT HIST1H2BD RIN1 ADPRM SEC14L1 SLAMF7 NAGS PMM2 NOX5 TEAD2 PLAGL1 CBL SELENOI NEDD9 PLEKHF1 HEATR5A COL4A2 THBD ZHX2 KCNJ6 COL4A1 ADAMTS9 FHL1 CGAS DOK4 FAT1 TGM1 PEX2 OXSR1 LRP2 HACD1 ID1 MMS22L PRRC1 MVK PLD2 CCNE1 FAM210B TMTC4 TBXA2R UBIAD1 BLM RAC2 RAB40A COL16A1 COX7B2 F11R MXI1 CDK2 NCAPD2 LARS NSMF SCHIP1 COL6A1 KIF11 NFKBIB HSPA9 DYNC2LI1 AJUBA DNAJB9 RNF19B DES MAP1B IGFBP6 HAUS4 FARP2 GALNT16 BCHE ACOT4 ACOT1 ACOT2 IL17RD KLHL3 FAR1 CHPF AKR1C1 AMOT CENPK ACE FGF7 IFIT5 CMBL FBXO44 ATP10A TMEM130 SMC1A PHLPP2 LPAR1 CBR1 TOM1 SOAT2 TRPV4 GCLC ANXA6 CHCHD5 SERPINB9 BIRC3 SMG1 CMPK2 OSBPL3 IL12A ARHGAP39 RSAD2 PNPLA7 NCEH1 TMOD2 FBXO41 VAV3 SLC2A3 ATP2A1 CSTB AASS AP1G2 COPB2 TNFSF12 PTPRM DHRS1 FNBP1L TRIM59 RNF26 STMN2 SMC4 MTERF4 ATP6V1B2 C1QTNF5 SNX18 KYAT1 BCL2L1 TF HEXIM2 CAVIN4 CTNNAL1 FSTL3 CDH1 CENPU MLPH RGS2 MMD RIMS3 GNAZ LSAMP PLA2G4C AKR1C2 RAB20 PLS3 ZFP36L1 FAXDC2 SGK1 TMEM100 MYH15 RNF144A CD151 FBXO6 AKR1C3 FANCI OBSL1 PLS1 CALCOCO1 HIVEP1 RBP1 FURIN NMNAT3 PPM1N RASGRP1 PHLDB2 EDN1 RTN2 AK4 CNGB1 RAB39B NDST1 CD68 THY1 MSRB2 GCLM HMOX1 TLR4 ECT2 FBXO32 BORA ACTB APOBEC3B CYP26A1 GJB2 FMNL1 MZT1 CDKN2C TIAM2 MAP3K14 TMEM143 SLC22A4 COL6A2 ZNF34 ITGB3 KNTC1 PDIA4 RAPH1 P4HA2 FBXO27 CIP2A CNBD2 PANK1 MCM5 APLP1 CHKB AKAP6 FSCN1 B3GALT2 EBPL CPT1B MFNG HIP1R IMMP2L TPX2 GBP1 PRL ALDH6A1 TOMM40L GBP2 PC BUB1 HOXC11 BBS1 PARP10 NCOA3 CD177 CLN3 MARCH1 GSAP MRPL53 MOGS TRIM25 TPD52 CERCAM CCDC146 CARD10 FGL2 SULF2 CBR3 PLCB4 TOMM34 DOP1B ANXA8 VASP MMP8 GBP4 ZC3H12A GBP5 MBOAT7 GRB10 ANAPC16 ARHGAP29 KDELR1 GNG2 RABGAP1 CALM3 LPCAT2 ANKRD13A BRINP1 WASHC2A XXYLT1 MYLK2 GAPDH APOBEC3F NLN CEP120 APOBEC3G SEC23A AMOTL2 MACC1 PCLAF GAL3ST3 CFL1 SYNPO DDIT4 POLA2 SGTB MAP2K2 APOD GYPC ESPL1 SLC9B2 SCPEP1 ACSL1 CRYL1 HDAC5 BDH2 PELI1 LRRC8C LRRC8B CAMK2B KRTAP1-5 CADPS2 AZIN2 PPARGC1B TMEM192 PPP2R2B MAMDC2 NEO1 TUBA1A HSPA6 FCGR2A RHOBTB3 TUBA1B MAOA DNALI1 GLRX LMTK3 DENND3 DNAJC6 PRRG4 XYLB CBX7 GDNF PPM1L ETHE1 PASK MYOF ROGDI TOP1 PAPSS2 ACSL5 SLA COQ3 KIF4A BRCA1 ID2 CKAP2L CYB5RL ZWINT LAMP5 UBQLNL AKAP1 STARD13 SPRY2 GPSM2 LEPROT PDE4DIP SLC35A1 LSS TRIM22 AC138894.1 PITPNM2 STX16-NPEPL1 FCRLB HTR2A GPT TRIM6 LDHA CHST1 KIF20B PLK1 RPL3 CEP55 ING2 TCF7L1 MUC15 CENPA TRIM29 ALG1L LIG1 ESYT1 NOS1AP NUDT18 CDK2AP1 PPTC7 UHMK1 MPHOSPH9 UAP1 RBP4 SORCS2 MAOB KLF9 CNN3 RAB9B ATP6V1G3 SERPINI1 CALU MYH7B PTGIR PTPRC ALG14 HERC4 CCDC113 CRELD2 TUBA4A PDE4B ANAPC1 SRCAP CRIP2 NFAT5 SLC15A3 GLB1L LRRFIP1 TMEM132A CENPE SRPX LRR1 BCL2L11 ASB16 CDKN2D PCSK1 CD38 CHRDL1 CHST2 MYL6 KMT5A HVCN1 SMC1B RILPL2 NET1 SPARC SLC9A9 C3orf52 AMD1 THBS1 HSD17B7 NGEF SGIP1 PAK4 AGTRAP WDFY2 RGS4 CENPJ KY POLD1 TRIM13 UNC13D CHAF1B NDRG2 EPHB1 NUF2 ODF2 KIF14 AURKA GOLIM4 GTPBP2 RGS5 ARRDC4 SMC2 ITGA5 PLOD2 ACOT11 SLC17A7 WDR78 SPTLC2 MYL2 NQO1 APLN CLCN5 MTSS1 OPLAH GALNT15 AFAP1 TXNDC16 SYNE2 DCDC2 KLF5 PEX6 HSBP1L1 ST3GAL6 DHX33 LASP1 KIF21B COL1A1 CEP97 NFKBIE GPC1 TYMP HP DPYD MYADM TRIM47 CCDC134 DNAH2 ATP5IF1 TEDC1 DHRS2 GRAMD2B GRIN2A IFIH1 BOK NFKBIZ IL1B RTN4 LATS1 C2CD2 KLF12 SESN2 WASL GHDC ALDH8A1 KIF18B SYNGR1 JAKMIP2 PIM3 MAPK13 NIPSNAP3A TXNL4B REEP4 FHDC1 GMFG RNF32 CCSAP P4HA3 NCLN KRT10 PIP5KL1 INHBB PLCD3 NIPSNAP3B RFTN1 TSNARE1 PTGIS SYNM GALNT2 GCA NDRG4 MYPN NUDT15 LRRC59 AGT PLAUR S100A4 AGBL2 KIAA1324 ATP8B4 ALDH5A1 ASB13 C1orf198 S100A3 BLNK S100A16 ZBTB21 NDC80 MICAL1 AURKB MAP7 PPCS NPM2 GPLD1 S100A13 SERTAD2 SLC1A4 UBE2S PARS2 GPT2 EBI3 CRY2 REEP3 PLEKHN1 ALDH2 STEAP4 ADSSL1 CD4 RAPGEF4 TBC1D4 RPS6KA1 B4GALT5 PROCR SLC44A2 FLNC TK1 MMP24 GPR37 CENPM DOCK4 SYT12 RAB3D SLPI RRAGB STAT5A DHCR24 DOCK5 CHSY1 DISC1 RHOD RIMKLB GRB14 KLF8 SARS GNRH1 TSPOAP1 CREG1 MAP3K5 DCTN3 BIRC5 PFAS HIST2H2BE SLC1A5 CCNB2 MYO1E BMF RASSF9 HCK P3H3 MGAT4C ORMDL3 GNB4 GSDMB SOCS3 SCARB1 ADPRH BICD1 MOSMO CNR1 RNF41 PRKG2 BCAT1 CDCA2 GPAT3 ACTR2 ISG15 KPNB1 GLI2 PDE11A RIPK3 TMEM88 CSRP1 ANLN EMP2 CDCA8 CDS1 PLA1A CPE PLSCR1 NOTCH3 PSRC1 BRI3BP AACS SULT1A4 ACSF2 BLVRB ENGASE NAA38 PDXP SH3BP1 NEDD4 WLS PCSK9 GSTM4 HMGB2 GSTM2 SRGAP3 CABYR CTSH RAB31 DOLPP1 FLNB RARRES2 AK9 SMAD6 OSBPL7 CHST6 TNK2 CCDC3 PALM TBCE LRMP RNF128 PATL2 CCDC39 LPIN3 SATL1 WNT7B PIGP TASOR2 MOV10L1 PRKCH DUSP6 MSLN LMO7 LMOD1 ANKRD37 SORT1 ITGB1 IRF1 ANP32E PREX1 GLE1 CC2D2A PLCE1 SCRG1 INPP5B IL33 CYP24A1 SHANK1 BUB1B UCHL3 TPM3 DTYMK CYP2R1 STEAP2 ARPC1B FGFR2 DMPK SYPL2 GRIA1 TFRC ENPEP ZNF354A FCGRT STEAP1 MYL3 NAAA MCC CKAP5 ANO7 TMEM214 SHISA2 AC118553.2 ABCG2 TBC1D16 SULT1C2 PDLIM3 GRIK2 CPA3 BNIP3 ATP5MF-PTCD1 PRKG1 ARRB1 SPAAR TMEM131L GNB3 DKK1 GPR137B KLHDC1 RCBTB2 BCDIN3D DNA2 LY6K SASS6 AGRN CDCA3 NOTCH1 UGCG OAS1 STAT2 FGD4 OAS2 ARFGEF2 EXOSC6 OAS3 MID1IP1 OSBPL6 NEK6 APOLD1 HIF1A RCN3 QPRT EPHA4 AARS ARMC4 GGH ARHGAP22 PPM1K D2HGDH RDH5 EEF1A2 AC009779.3 SYT2 LYNX1 SPIN2B ITSN1 PPP1R12B GPRC5A CDCA7 CRACR2A GAA MNS1 PIP4P2 GLCE THBS2 GBGT1 LGR5 SCLY SPIN2A LGALS1 RRAGD STARD9 RNF207 CSF1 BLOC1S1 HSD17B14 PROM2 TTPA MYOM1 AKAP5 HSPA2 INSIG2 COL8A1 FOXO3 GMNN USP13 CHST7 CHTF18 ASIC3 TLR2 PIF1 MLKL RAB11FIP1 SPTBN4 VPS37C NAGA OST4 PHTF2 PRDX1 CSE1L A2M KBTBD8 LUM LSMEM1 MAPRE2 DCN ZNRF1 KIF22 HSD3B7 RYR2 SLC17A5 GCC2 CD109 TIMP2 B3GNT10 PLEKHO2 P3H1 FSTL1 NRROS RNF175 ACTN1 ECM1 ZDHHC15 PPP1R15A FMN2 CCIN HERC6 ITM2C PDZRN3 MYL12A COPZ2 CTH RGS7 PTPRJ COTL1 ITGAV PTGES RGS20 SPIN4 VSNL1 PPM1J ADAMTSL4 NUDT4 CCND2 EIF4EBP1 CCN4 NABP1 SLC7A14 ATP8B2 RACGAP1 CCP110 POMK PIGZ CREB3L1 MYH10 MELTF KMO CAVIN1 CHML SORBS1 SLC1A1 ANKRD1 RABAC1 PDGFD SLC26A11 NUCB1 LDHD XPOT PRRT2 STAC FRYL ERP27 SOCS2 CEP170 PEX5L NUPR1 GTSE1 SLC6A17 FMO1 CPT1C HERC5 PNO1 FMO3 CAVIN2 NUDT7 CRISPLD2 AFP FMO2 INSC PEX11A CYP7B1 COLEC12 SLC25A10 SPTB PIK3C2B MST1 NOTCH2 ULBP2 ULBP1 CTSS PPFIA4 CTSK CRLF1 RAI14 GOLGA3 LDLRAD4 FMO4 RGMB BMP1 GIMAP2 VKORC1 LIMS1 FAM241A TMEM59L ARHGDIB ERN1 CALCRL SEC22B AC135050.2 PRCP TPCN1 AP1AR ADORA1 CACNA2D1 TFPI ARHGEF19 KRTAP2-2 FASN GLI1 TYMS DDX58 ALPK1 RAB30 MARS WWOX CHI3L1 FANK1 ALG10 CEP83 PRRC2C RERG EOGT TEX2 DDIT3 ACADL DPYSL4 BTG2 FMOD PRELP TLE1 ATP2B4 HDLBP PCK2 ARHGAP9 SLC8B1 CNTROB PECAM1 AMOTL1 PBXIP1 ABCA3 PIWIL4 LHFPL2 G6PD NFASC TRAPPC1 SDSL SNAI1 MILR1 SLC37A2 SEZ6L2 TNFAIP3 AK3 PTGDS LONP1 CXCL1 SFPQ PF4 SMYD3 SLC2A1 GLIPR1 RAB3B PHLDA1 PCLO KRT34 UBAP1L P4HB AHCTF1 NCS1 PACSIN3 GPRC5B FGD6 ARHGAP24 KIF23 LMF1 MLLT11 ETNK2 RNF122 SMURF2 ARSB FKBP7 NLRP3 GPR85 PGAM5 RAB15 MTHFD2L ARFGEF3 TRAF1 CHURC1-FNTB C16orf46 FAM72B HSPA5 SMS SULT1A1 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 ASIC1 MOCS1 CASP4 DMGDH AC092718.3 NAGLU FTL BHMT2 CENPN ASS1 TMEM150C PTPN22 MCEE GRAP2 GDPD5 HSCB DARS2 HS3ST3A1 DNAJB5 SERHL2 GALNT1 CENPL RAB29 VCAN SMCR8 PDE7A GYS1 CCNF KRT32 PCYT2 PIK3AP1 HSD17B6 DLG1 SPATA18 CLEC2D TTLL6 RAB7B SLC25A1 GNPNAT1 HRK ARL6IP5 NPTX1 ST3GAL1 ARL17A FAM72A DNAH7 EHBP1L1 ENDOD1 APOC3 SORBS2 FRMPD3 DENND2D SGO2 BNIP3L CSTA ACOT7 KSR2 PRPS1 DYRK3 ARHGEF9 C10orf90 MBOAT2 MDN1 APOA1 JARID2 PRDX4 MCCC1 RBM38 AMDHD1 KRT15 TBC1D30 ASAP2 FAM162A PFKFB2 MELK KIF21A HOMER1 FAM72D SUMF1 CACYBP B4GALNT1 KRT19 KRT9 CALCOCO2 ARMC9 ARHGEF25 GABARAP OSBPL5 KRT14 IL12B SLC10A7 TSC22D3 SECTM1 CCDC88A SERPINH1 CLTCL1 KRT16 CPED1 STRIP2 LIMA1 ADIPOQ DPM3 SLC7A5 PITPNM3 PIFO BTBD3 GAN MYLIP PAPPA2 IL6 CHEK1 STEAP1B CIT CYB5R3 WDR34 NCAPG FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 UGT1A4 CENPI MUC1 ABCA2 UGT1A6 GSN SQSTM1 UGT1A8 AATK GALNT5 UGT1A10 OVGP1 SEC16B NPHP4 MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ORC1 ARHGAP19 ATP7B ERMN ABCD2 GCN1 GMPR GNG7 NRAS LRP1 SAT1 VCP RASAL2 TMEM38A BCL3 ATXN1 ST6GAL1 AOX1 STARD4 STK17B HSPB2 CRYAB TYRP1 MARCH9 A4GALT IDH2 RPL39L ZDHHC14 COX7C AXIN2 KRT17 LRRK2 SETDB2 RBM24 B3GNT7 PLEKHG5 CMIP SAPCD2 AGPAT4 HSD11B1 G0S2 MASP1 GUCY1A1 EIF1 DIXDC1 WDR77 THBS3 PRKCA CMC1 IRF6 TNFRSF25 ST6GALNAC3 FANCG ABL2 PDGFRA BCL6 CASP1 TICAM2 TMED7-TICAM2 ST6GALNAC5 GALNT3 NOD2 PPP1R3C GPX7 SELENBP1 CDO1 KIF15 IL4I1 KCNH1 ACP5 CYP27B1 COA7 IKBIP PGK1 CDC20 BMP4 CYBA MAP6D1 METTL7A MVD TLCD3B HSD17B2 SIRT4 TLR3 TRAF5 EPGN PACSIN2 PARP9 NTF3 DGAT2 DTX3L PYCR1 PIM1 JAK2 PPFIA3 UGP2 NEK2 ECHDC2 SNCA PRLR AK5 GRAMD1C DPP7 EREG GRIP1 RASA1 PITPNC1 TOMM40 MTHFD1L SHROOM3 CYTIP CDH13 AC093512.2 SSPN DTL APAF1 ACSM5 ITPR2 ALDOA CAP2 ALOX15B SCP2 PIEZO1 HJURP GOLGA8A NOTUM SCN1A OLR1 NGF CDKN3 ANKS1B QTRT2 JUP ZDHHC23 CDT1 KMT2A PARP14 PYCR3 SYT1 GIP QSOX1 LRIG3 SORBS3 TEDC2 CDH2 CABP1 POLR3GL IDO1 COL3A1 EPHA5 TP63 SLC11A2 PLCD1 MLEC MLYCD AREG ACADS DOK5 PPP1R12A P3H4 ADAMTSL1 CNIH2 NR3C2 PTK2B SAXO1 CENPF PIK3R3 B4GALT2 GUCY1B1 TRIQK KCNK2 BTC APOC1 APOE AC005670.2 LRRC45 TACC2 PARM1 GABARAPL1 SGCD PTGFRN FAM3C WDR90 SLC6A9 AMDHD2 TRPM4 TCIM ABTB1 ALOXE3 SYNJ2 FKBP10 MR1 AKAP12 CD9 FUS PLD6 FLCN GKAP1 TTF2 COL5A2 CYP4F11 PDIA5 TRPM8 IL18 UBA7 TDRKH TGFB2 KPNA2 P3H2 CYP4V2 BCO2 LYPLAL1 PYCARD TXNIP OASL PDK1 HAUS8 EPRS PAFAH1B3 RMND1 MGLL PDGFC IL26 LETMD1 STOM GLUL NEXN S100A10 FLG HRNR SMAD9 CD274 SFRP1 SLC2A6 MARC2 HACD2 P2RX4 MARC1 HAUS6 DUSP10 ARL4C MYLK RNASEL RELB STK38L P2RY1 PER1 RAP2B NPL RAB40B SLC40A1 ACSS3 ADHFE1 TEX22 FAM20A TRAPPC9 WIPI1 RRS1 ARSG EXOSC8 CLSPN SPRR2D CERS1 TRAIP ALDH3A1 FN3K ARHGEF2 AAK1 PDE3A SSR2 WNK4 DNAJB4 ANKRD11 LAMC2 SMAGP SERAC1 NMNAT2 LMNA SAMD4A EPHA3 TRIM16 ERBB4 PLIN2 FMO5 PHGDH IMPDH1 NCF2 TGFB1I1 EPHB3 AP2M1 SRGAP1 B3GNT9 VAV2 LBR TRAPPC6A CORO1A ENAH C12orf66 SLC28A3 PADI1 FPR1 TULP4 NTNG2 CAMK2N2 ARPC5 EPHX1 PSMD2 CX3CR1 BEX3 COLGALT2 ORAI1 GCH1 MOCOS SYNE1 ULK2 ADGRL4 CAT AC074143.1 ANXA2 COPRS PARP1 NIBAN1 NDUFA4L2 HYLS1 SHMT2 PUS3 FBXL8 ITPKB PPFIBP1 PSEN2 MME HSDL1 WDR66 KALRN FHOD3 COL5A1 ESR1 ACTG1 ABCA5 FBXO10 HMCN1 NTRK2 SEPTIN5 AC000093.1 LGALS3 BST1 SCN8A EHF ATP2C2 DDX31 KIF2C PTGS2 PLA2G4A MEF2C KCNJ8 RTL10 SPX KLHL21 PDLIM5 RGMA SEPTIN1 PLK3 TCTEX1D4 MUC13 ABCC9 DLGAP5 OBSCN ST8SIA1
## 252 GSTT2B HLA-F PARD6B GREM1 CYFIP2 LRRC32 KIT ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 POSTN IGF1 APOM BGLAP HIST3H2A SFRP4 HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E RPS9 B4GALT1 CALR IL15RA SEMA3A NRG2 RIDA CTSF CCL2 SCIN CCL7 TSKU POP1 CCL8 PGF PDGFA SERPING1 CCL13 PCNA CCL26 CLEC3B FUCA1 PYGB C1QTNF2 SMPDL3A IGFBPL1 IL17D CCN6 TIMP4 TNFSF9 MICA GCNT1 TNFAIP2 JCHAIN FABP5 PPFIBP2 MMP28 CD70 EZR BBOX1 DSP RNLS TNFSF14 COL11A2 BMP6 TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 LOXL3 PLEKHA7 C3 FGF10 PSMB8 HSPA1A PFKL PSMB9 PKD1 COL13A1 SERINC5 SLIT2 HSPG2 RELN ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD HBEGF FLRT3 PLAU GANAB FGF18 NDRG3 ENOX1 CPA4 MYH11 DBI ANGPTL4 MMP11 UTS2 GNPTG NEU1 EGFR SEC13 CCL5 VCL EHD4 MIF LAMA4 ZG16B TGFB3 SDCBP ARSE LRRC4C CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 MANF PGAM1 FLRT2 PRSS23 PKM CNTF FERMT3 PRKAG2 ADA2 NUCB2 SCG2 RAB9A IL32 MSTN H2AFV GSTK1 LTBP4 VTN SOGA3 AKR1B1 HLA-A ACTA2 IGF2 DDR1 TREH TUBB6 SCUBE3 SMPD1 SOD2 RHOA PCSK2 CPXM2 ACAT2 ENPP1 TECTA PTN KDSR GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 SLIT3 BGN LMAN1 TUBB2A HSPD1 BDNF F12 MXRA5 H2AFX IARS PLOD1 PNP VEGFB TNXB COL17A1 PEPD CCN2 NEBL CCBE1 COL25A1 SBSN GNAI2 ELFN1 MMP16 SERPINB5 BMP2 HSPH1 RHOQ DSTN ALDOC CBLN3 NUDT1 NARS YWHAH LIF CCDC180 ALAD ITGA4 ECE1 METRN ELANE PRSS3 VAMP8 VAMP5 SERPINF1 CFD ANG C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 SERPINB7 ATP6V1C2 SUSD2 ITGA1 HSPA13 AIFM2 CTSC IFNE PLAT SERPINE1 SIAE SEMA3B TNFRSF8 COL5A3 RTN4RL1 LIPC DOCK10 ABCC1 PFKP ABHD14B CLIC6 MOXD1 TFPI2 GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADM ADH6 MARCKS INHBA GNL3 HEXA ACTR3B SLC3A2 CSPG4 SERPINB2 ADA B2M MXRA8 ASAH1 BLMH PAICS SEC14L2 STX3 ARL3 SIPA1L3 RENBP COL1A2 VASH1 HSPB1 GDF6 CDK1 PSAT1 STC2 PLA2G6 SPR PRXL2B LOX FKBP5 CCN5 PLOD3 ADAM10 CNKSR2 VEGFA MGAT5 CAPZB CDNF LY96 ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT GSDMD PSPN COL12A1 GSTO2 COL4A4 ANGPTL6 CFAP58 BST2 NPR3 EXT2 ANXA1 VLDLR ADAMTS3 SHROOM2 PPIB CTSD NRG4 TALDO1 FKBP4 TNFAIP6 NAPRT VIT DAG1 GDF15 LAMA3 UGDH APOB COL4A3 MGAM PLA2G2A COL10A1 SPARCL1 JADE2 CTHRC1 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 FRZB LOXL2 SEMA4G MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 COL28A1 PCDHGB5 IBSP SULF1 SLC26A4 ANGPT1 CD82 MYO15A LOXL1 C3orf33 APOL4 CES1 WNT5A SPP1 PKD2 ADAMTS5 UGGT1 ZNF177 MTHFD2 SRGN CXCL12 MATN3 GHR CLU TNFRSF11B MMP14 SERPINE3 STC1 SPTBN2 LDLR C7 IGFBP1 ERFE CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L DNAJC9 MAL2 CMTM8 FJX1 DKK2 PROS1 PCSK5 COL27A1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN APOL1 HFE CLIC5 IGFL3 GAS6 NRN1 GAL3ST4 CST3 FGF1 DYNC1H1 HSPA8 FBN1 SOD3 WARS TPP1 TKT IL16 A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SSH2 SPON2 COL15A1 STMN1 KRT86 KRT7 ENDOU SEMA4B KRT81 FAP WNT2 ADAMTS15 COPS8 FAM3B COL4A6 NANS NME1 ENPP2 COL8A2 COCH LAMB1 HPGD LGALS9 TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 XYLT1 AGO2 IGFBP4 GRID1 LSP1 NAMPT SCARA3 C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 CTSO MMP19 CD1D ZDHHC1 STAG3 IGFBP5 FLNA PTHLH KRT33B GDF11 TMED9 PTX3 ZNF446 SAA2 SAA2-SAA4 ZBTB38 HAPLN3 IGFBP3 MAN1C1 SCNN1A GPX4 OMD OGN KRT5 FTH1 TMEM98 LRRC17 SLC12A1 VIM AEBP1 SAA1 CCL20 SDC1 MFGE8 MATN2 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 IL34 ADGRG1 SEMA5A TSLP WNT3 COL4A5 TCN2 TGFB1 CRP COL14A1 PILRA H2AFZ KRT18 TNFSF15 KRT8 FN1 TNC FGR TNIK ECH1 CRISPLD1 VEGFC TGFBI GMDS PATJ UCN2 ISLR SERPINA3 TIMP3 DDAH1 NPC2 PRNP CCL28 ZNHIT6 AQP1 IRF2BPL COL6A3 CREB5 YARS AHNAK HIST1H2BK GLDN PTGS1 COL9A2 CD14 FABP3 F8 COL11A1 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 COL24A1 AMY2B TUBB4B CXCL16 LPL GGACT TXN RARRES1 CAPN1 CD248 SRPX2 SLAMF1 BAIAP2L1 IL17B ABI3BP TARS DMBT1 TLE2 MYH3 SERINC2 CX3CL1 LAMA1 FIGNL1 C6 COL7A1 ALDH1A3 VMO1 SPOCK1 HIST1H2BD GDF7 MCAM FST SH3BGRL3 TINAGL1 HIST1H3E COL4A2 CD37 THBD PAPPA HIST1H4H COL4A1 ADAMTS9 FAT1 TGM1 OXSR1 LRP2 RAC2 COL16A1 F11R IL7 BMPER COL6A1 ENG HSPA9 DNAJB9 DES ATAD2 IGFBP6 BCHE AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 IL12A SLC2A3 CSTB TAFA5 TNFSF12 PPIC ATP6V1B2 C1QTNF5 SNX18 TF FSTL3 CDH1 MLPH ELFN2 TMC4 AKR1C3 MMP7 PLS1 FURIN INHA EDN1 PTPRF THY1 HMOX1 ACTB FMNL1 CSF2 TIAM2 ABCB1 COL6A2 ITGB3 PDIA4 SAT2 DERPC ADAMTS4 FSCN1 MFNG LRRN3 LAMA5 PRL C1S GMPPA NCOA3 CD177 NOG GREB1 MOGS FGL2 SULF2 CBR3 DOP1B GALM VASP MMP8 APELA PTGR1 GNG2 SEMA7A MMP3 LCAT GAPDH CFL1 F3 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH ERBB3 RHOBTB3 GLRX GDNF PPM1L NID2 MYOF ITGB4 SEMA6B ITGB8 HNRNPA1 GPT PRTG LDHA ZSWIM5 RPL3 RTN4RL2 ENTPD1 CPZ PLPP1 RBP4 MMP15 SERPINI1 PTPRC CRELD2 PRSS54 TUBA4A TMEM132A MMP12 PCSK1 CD38 MYL6 SPARC THBS1 NDRG2 EPHB1 TGFBR3 SMC2 PLOD2 MDGA1 ACOT11 TUBB1 APLN XPNPEP2 TXNDC16 LRIG1 SYNE2 HMGN2 ST3GAL6 COL1A1 GPC1 HP FGF5 IL1B WASL ALDH8A1 HNRNPA2B1 KRT10 INHBB RFTN1 IL11 PTGIS SH3BGRL GCA C1RL LEP AGT S100A4 KIAA1324 S100A16 RAET1E GPLD1 S100A13 SLC1A4 EBI3 COLQ ALDH2 STEAP4 PROCR SLC44A2 MMP24 FLT3LG RAB3D SLPI PBLD FGF2 SSC5D SARS GNRH1 CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 RAMP1 ADPRH FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 PLA1A CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS PCSK9 HMGB2 DPT GSTM2 CTSH FLNB RARRES2 ATP1B1 KITLG WNT7B PRKCH MSLN ITGB1 GLE1 ATP2B1 NRG1 SCRG1 IL33 TPM3 CTF1 LTBP3 ARPC1B CLEC11A TFRC ENPEP FCGRT NAAA NID1 CPA3 GNB3 DKK1 AGRN SEMA3C OAS3 QPRT AARS EGFL7 SCRN2 GGH GPRC5A GAA TSPAN8 LGALS1 CSF1 BLOC1S1 HEBP1 PROM2 HSPA2 COL8A1 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M LUM DCN SPOCK3 CD109 TIMP2 RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ GREM2 ITM2C MYL12A GPX3 CTH PTPRJ COTL1 ITGAV CCN4 MGP SFRP2 RACGAP1 MYH10 MELTF KMO SLC1A1 PDGFD SLC26A11 NUCB1 PI16 EMILIN1 CRISPLD2 AFP COLEC12 TRHDE ULBP2 ULBP1 CTSS CTSK CRLF1 BMP1 AMH GDF5 ARHGDIB PRCP CACNA2D1 TFPI FASN MARS CHI3L1 PTPRO BTG2 INHBE FMOD PRELP C1QTNF1 HDLBP PECAM1 ABCA3 G6PD ULBP3 SLC37A2 TNFAIP3 CXCL8 CDH11 PTGDS CXCL6 PF4V1 CXCL1 PF4 CPNE8 SLC2A1 GLIPR1 RAB3B CXCL5 CXCL3 PCLO KRT34 P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 TNFSF4 SEMA6C CXCL2 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 SEMA3E RAB29 VCAN C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 ENDOD1 APOC3 CHI3L2 CSTA ACOT7 ROBO2 APOA1 PRDX4 KRT15 C4BPB CACYBP KRT19 KRT9 C4BPA ARMC9 KRT14 IL12B SECTM1 PVR SERPINH1 CLTCL1 KRT16 ADIPOQ SLC7A5 PAPPA2 IL6 CHEK1 BAIAP2 MUC1 GSN SQSTM1 EDIL3 NRP1 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB CGB8 IDH2 ANGPTL1 KRT17 LRRK2 CMTM3 MASP1 PRKCA IRF6 C1QTNF12 GALNT3 SELENBP1 COMP PGK1 BMP4 CILP TLR3 TUBB3 EPGN PACSIN2 NTF3 BCAM UGP2 SNCA PLEKHH3 CPAMD8 DPP7 EREG GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 ESF1 TMEM52B NGF ADAMTS13 JUP C11orf54 GIP QSOX1 LRIG3 CABP1 COL3A1 PLCD1 AREG PODN BTC APOC1 APOE FAM3C MR1 CD9 COL5A2 IL18 TGFB2 KLKB1 PDGFC IL26 STOM GLUL S100A10 HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ARSG ALDH3A1 ANGPTL2 LAMC2 PHGDH AP2M1 CORO1A ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN COL5A1 ACTG1 HMCN1 LGALS3 BST1 WNT9A DMKN LRRC15 SPX MUC13 CPM FCGBP
## 380 ADAMTS13 HSP90B1 BGLAP FAM20C CALR PENK PDGFA COL11A2 TXNDC5 C3 TRDN COL13A1 LAMB2 GANAB DBI POGLUT2 ARSD ARSE MANF PRSS23 SCG2 ARSJ C4A COL17A1 COL25A1 PDIA6 CTSC ARSI ANO8 COL5A3 LIPC EVA1A WNT5B SDF2L1 B2M MXRA8 COL1A2 STC2 PLOD3 ADAM10 COL12A1 COL4A4 PPIB SDC2 DAG1 APOB COL4A3 COL10A1 SPARCL1 VWA1 COL28A1 P4HA1 CES1 WNT5A SPP1 ADAMTS5 UGGT1 MATN3 CLU FKBP14 IGFBP1 IGFBP7 COL27A1 APOL1 GPC3 GAS6 CST3 FBN1 PDIA3 COL18A1 HYOU1 COL15A1 COL4A6 COL8A2 LAMB1 IGFBP4 CKAP4 IGFBP5 IGFBP3 FOXRED2 MFGE8 WNT3 COL4A5 COL14A1 FN1 TNC CCN1 COL6A3 COL9A2 F8 COL11A1 ADAMTS7 COL24A1 UGGT2 COL7A1 TOR4A COL4A2 COL4A1 COL16A1 COL6A1 DNAJB9 BCHE IL12A TF FSTL3 EDN1 COL6A2 PDIA4 P4HA2 CERCAM CALU TMEM132A CHRDL1 THBS1 TXNDC16 COL1A1 P4HA3 PLAUR EBI3 CD4 PCSK9 WNT7B MSLN RCN3 RDH5 LGALS1 CSF1 COL8A1 P3H1 FSTL1 ADAMTSL4 MELTF PDGFD NUCB1 ERP27 FMO1 AFP EOGT P4HB ARSB FKBP7 HSPA5 VCAN APOA1 SUMF1 IL12B SERPINH1 IL6 GPX7 BMP4 NOTUM GIP QSOX1 CDH2 COL3A1 ADAMTSL1 APOE FKBP10 COL5A2 PDIA5 P3H2 PDGFC ARSG COLGALT2 COL5A1 PTGS2
## 727 ADAMTS13 SCG5 HLA-F PIGH HHAT TBC1D10C PLIN3 ADAM19 KDR KIT CHST11 GFRA1 CHPF2 GLT8D2 CRABP2 HSP90B1 POSTN IGF1 BGLAP DUOX1 HIP1 FZD8 HLA-B FAM20C KCNIP3 HLA-E FLRT1 B4GALT1 CALR IL15RA PCSK7 MUC12 NIPA1 RDH10 NRM UBR4 SLC35E4 CDC42EP5 RAB26 TLR1 TLR6 SYTL3 PENK PDGFA SERPING1 FAM114A1 SAMD9L TYRO3 CLEC3B FUCA1 PYGB SLC35D2 H1F0 SYN2 CCN6 SLC7A11 GCNT1 FABP5 DNAJC28 EZR FIBIN DSP TMSB4X TAP2 NUP153 PARD3B CYP2U1 PDGFRB GOLGA8B ARHGAP21 PIGW PI4K2B COL11A2 TXNDC5 MUC20 CYSTM1 SGPP2 TUBB ACER2 CTSB DAB2 DIAPH2 NOTCH4 CHSY3 GOLGA6L9 CNN2 TRIB3 CTNS ALDH3B1 DNMBP P2RX5 ANK1 C3 GATA6 HSPA1A CDIP1 VPS13A CD320 SQLE GPER1 TRDN PFKL ANK3 PKD1 TAP1 RAB33A COL13A1 SERINC5 SEC61G JAK3 HSPG2 MAP2K1 CARMIL1 CD44 SLC26A6 SPEF2 LAMB2 EHD3 ATP11A CCND1 TBC1D12 ST8SIA4 TMEM178A ELOVL3 MOSPD3 POLA1 USE1 STIP1 EPM2A FLRT3 CTAGE1 GRAMD1A PAQR8 TCIRG1 SEL1L2 PLAU SLC39A7 CETN2 GANAB RILP GPNMB ARRDC3 TENM2 STON2 DBI WASHC2C AVL9 HRAS GTPBP4 POGLUT2 GOLGA8O GRHL1 MMP11 FZD5 NUP205 RRP12 IRAK2 DHCR7 MICALL2 PAK3 GNPTG NEU1 AMPH EGFR SEC13 RGPD2 VCL ARSD RASD1 EHD4 MIF GOLGA8N HLA-A GALNT10 PTP4A3 TGFB3 SDCBP MYRIP SERP2 ARSE NUP210 P2RX6 FKBP9 HLA-DRB1 AC012254.2 TMEM120A SEC11C FZD7 TMEM184A ITPR3 MANF HLA-DMA PGAM1 FLRT2 PARP8 PRSS23 PKM FERMT3 CLASP2 ADA2 STX1A PLCD4 OSTC NUCB2 SCG2 OR2A4 ARSJ ABCA7 TRARG1 RAB9A C11orf24 AP1S3 TPBG CLMN SPAG4 RAB11FIP2 SH3GL3 KCNS3 GLYCTK SCD SLC16A11 PRKCE JPH2 ALOX5AP VTN TRPM2 KREMEN2 SREBF1 IGF2 SYNE3 PKMYT1 EMC9 B3GALT5 STAMBPL1 BCL2 SMPD1 MRAP DSN1 TBXAS1 RHOA NT5C3A PCSK2 MICALL1 LRP5 PSD KIF20A AL669918.1 PIK3R1 PTN KDSR UBXN1 CCDC154 WDR81 CYP3A5 C4A SERPINE2 IFITM3 DGKI BGN LMAN1 BSCL2 HSPD1 B3GALT4 NEURL1B B4GALNT4 BDNF F12 IFI27 PDZD2 EMC1 PLOD1 HK2 SYNGR3 PNP VEGFB GLYATL2 RANBP3L COL17A1 DYNC1I1 CCN2 CYP21A2 FMN1 SEC31B COL25A1 EIF2AK3 MMP16 TMEM14A SBF2 ALDOC GOLGA8G CERKL CBLN3 NUDT1 GOLGA6L4 IRF7 CLIP3 ALAD RAB3A ATP8B1 FYCO1 RAP1GAP2 BDKRB2 BDKRB1 CREB3L2 ECE1 CHST15 ELANE TRAM1L1 PRSS3 VAMP8 SYT15 VAMP5 LPCAT1 PKDCC CFD HACD4 RRM1 C2CD2L SNX8 RSC1A1 MYC NPC1 MANBA PDIA6 CCDC78 CYTH3 ATP9A ITGA1 HSPA13 SLC6A4 CTSC ARSI ITPR1 PLAT SERPINE1 MGST2 SAR1A TFAP2A RANBP1 RRBP1 SEMA3B F2R ANO8 COL5A3 LIPC MPLKIP MOXD1 ADORA2A AATF CYP26B1 DENND10 EVA1A EXPH5 MEST MCTP1 WNT5B CYB5A SDF2L1 MAGED2 GLT8D1 MARCH4 HEXA OTULINL MBOAT1 CSPG4 CLGN GCNT2 RHBDD1 KDELR2 B2M DMD ABCC6 MXRA8 ASAH1 GASK1A PIGA BRCA2 RANBP17 UCHL1 ACKR2 TNFRSF1B TPST2 CHST12 GPR135 STX3 ANK2 ARL3 PTCH1 F2RL1 NRGN KIFC1 AMPD3 ANGEL1 COL1A2 VASH1 TPST1 CDK1 STC2 DAPK2 HSD17B11 CYP19A1 PRXL2B EIF5A LFNG SYN1 HS3ST5 PLOD3 ADAM10 VEGFA MGAT5 CDNF LY96 FAM156A LTF STK26 GALNT12 EGF ACTN4 RND3 MRVI1 GSDMD CSGALNACT2 COL12A1 FKBP1A TMEM129 COL4A4 ITPRIP FADS2 CPPED1 ANGPTL6 MYORG GRK5 VNN1 BST2 BACE2 EXT2 MYRF ELOVL6 ANXA1 OR51E2 VLDLR FZR1 TMEM187 PPIB CTSD NMT2 TNFAIP6 NAPRT DUSP2 DEGS2 SDC2 DAG1 GDF15 LAMA3 PLAC8 SMIM14 APOB COL4A3 MGAM PLA2G2A COL10A1 FOLR3 SPARCL1 GALNT18 CHST14 DSEL PLD4 TSSK4 CYP17A1 LOXL2 TXLNG CPEB4 MYO1D GPI ATP6V0A4 CPQ ITIH3 VWA1 PCSK4 DNM1 DOK3 GCHFR SEC24A NEDD4L ST3GAL5 YIF1B VPS33B AC090004.1 SLC2A5 COL28A1 UST MAMLD1 NOX4 SEC24D SULF1 CAMLG RPN2 CEMIP CLCN4 RETREG1 MYO18A P4HA1 TM7SF2 GCNT4 ABCA1 POFUT2 LOXL1 XPO1 EXT1 RRAGC SPAG8 GOLGA8R DGKH CES1 VPS51 WNT5A ATAD3B SPP1 PLAAT3 SEPTIN4 PKD2 ITGA8 APBA1 ADAMTS5 SPRY1 HPSE UGGT1 APOL2 DHRS3 VRK1 FGFRL1 PRKAA2 SRGN SLC35G2 CERT1 LAMTOR4 MATN3 TENT4A CLU NHS MMP14 NUP93 DNAJC18 SYT8 LDLR UGT2B15 SCAPER FKBP14 KCNJ2 SCRN1 IGFBP1 OSTF1 CD74 GASK1B HMGCR GPC4 CH25H RAB27B IGFBP7 SYT7 SLC27A3 HS6ST1 MAL2 SSR3 PROS1 PCSK5 COL27A1 TMEM173 CIDEC SELENOP NR4A1 LGMN JAGN1 APOL1 HFE CLIC5 GPC3 SLC27A1 TMEM8B GAS6 TM4SF20 MFSD2A GAL3ST4 CST3 DYNC1H1 PNPLA3 PORCN HSPA8 BBC3 FBN1 ICA1 NUP35 SOD3 CYP39A1 A1BG CLSTN2 PDIA3 ACAP1 AGPAT5 COL18A1 ADRB2 RIF1 RNF24 ORM1 SIRPA ORM2 HYOU1 CYP2S1 COL15A1 KDELR3 INSIG1 ERMARD ACKR3 FKBP1B COL4A6 HERPUD1 SPHK1 COL8A2 C5AR1 LAMB1 RHOV CYP4B1 ST5 ITGB2 COMMD3 CERS6 EBP KSR1 APPL2 XYLT1 FADS3 PDE4D ACAN IGFBP4 REP15 SCARA3 CHAC1 ABCA13 VCAM1 CKAP4 DIAPH1 CD1D ZDHHC1 IGFBP5 LDLRAP1 PTHLH TMED9 PTX3 TMEM38B TRAM1 RHBDF2 LTBR IGFBP3 MAN1C1 SCNN1A ESCO2 PXYLP1 CDC42EP3 CYP4X1 GPX4 TGFBR1 OMD OGN ARMC8 PRCD EXTL1 CCDC91 FTH1 SLC24A5 TMEM98 S1PR1 BRIP1 MALL UGT2B4 SGPL1 FOXRED2 SH3BGRL2 COPG1 IFIT2 CDA RANGAP1 SMOX MAP1LC3A PRKD1 PLP2 SDC1 MFGE8 LCTL CYP1B1 RMDN2 MRAP2 SNCAIP GARS GDPD1 ACLY EHD1 ST6GALNAC2 KNL1 ARHGAP32 PHACTR2 SLC29A3 ACKR1 SYBU MCOLN2 SULT1E1 MX2 VAMP1 VAC14 WNT3 COL4A5 MCOLN3 MAD2L1 TCN2 TGFB1 ABHD4 COL14A1 PMEPA1 VMP1 FN1 TNC DENND6B TMEM119 FGR GJC1 TNIK SPCS3 CORO1C VEGFC CSGALNACT1 TMTC1 TGFBI SSR1 ISLR ATP1A2 SERPINA3 DNER TIMP3 NPC2 ATP8B3 LMNB1 EDNRB PRNP REEP1 CCN1 BTBD8 RASSF2 AQP1 MARCH3 SUN2 RNF180 COL6A3 CBARP ESYT3 PRICKLE1 LMTK2 PTGS1 COL9A2 SEPTIN6 CYP2E1 PRICKLE2 DNASE1L1 CD14 ADCY8 LARGE1 ACACB ANTXR1 CEP70 CALM1 F8 COL11A1 ADAMTS7 SLC2A12 RHOB CAV1 ADRA2C PGM1 PLCB1 AC138811.2 ARL6IP1 REEP2 ELOVL7 DHRS9 COL24A1 PCYOX1L TMEM106C TUBB4B UGGT2 HS1BP3 CAPN1 DIPK1A ELOVL5 BEND5 AGBL4 BRI3 PLD1 DMBT1 COL7A1 NPIPA1 TOR4A PKN3 CLCA2 RAPGEF2 CEP85 MX1 SEC14L1 SLAMF7 NOX5 PLAGL1 CBL SELENOI NEDD9 PLEKHF1 COL4A2 KCNJ6 COL4A1 ADAMTS9 LRP2 HACD1 ID1 PRRC1 PLD2 TMTC4 TBXA2R UBIAD1 RAC2 RAB40A COL16A1 SLC22A18 CDK2 LARS NSMF COL6A1 AJUBA DNAJB9 RNF19B IGFBP6 GALNT16 BCHE IL17RD NDC1 CHPF ACE FGF7 ATP10A TMEM130 LPAR1 TOM1 SOAT2 TRPV4 ANXA6 SERPINB9 OSBPL3 IL12A RSAD2 PNPLA7 NCEH1 SLC2A3 ATP2A1 CSTB RHEBL1 AP1G2 COPB2 DHRS1 GABRB1 TRIM59 RNF26 STMN2 ATP6V1B2 C1QTNF5 SNX18 BCL2L1 TF FSTL3 CDH1 MMD GNAZ PLA2G4C RAB20 FAXDC2 SGK1 TMEM100 RNF144A FBXO6 OBSL1 FURIN RASGRP1 EDN1 RTN2 CNGB1 RAB39B NDST1 CD68 THY1 HMOX1 TLR4 CYP26A1 NUP155 COL6A2 ITGB3 PDIA4 P4HA2 AKAP6 B3GALT2 EBPL MFNG HIP1R GBP1 PRL GBP2 CD177 CLN3 MARCH1 GSAP MOGS TPD52 MLIP CERCAM PGRMC2 FGL2 SULF2 PLCB4 DOP1B ANXA8 MMP8 GBP4 ZC3H12A GBP5 MBOAT7 KDELR1 CALM3 LPCAT2 ANKRD13A BRINP1 WASHC2A XXYLT1 GAPDH SEC23A AMOTL2 GAL3ST3 SYNPO MAP2K2 APOD SLC9B2 ACSL1 HDAC5 LRRC8C LRRC8B CAMK2B AZIN2 TMEM192 MAMDC2 NEO1 TUBA1A HSPA6 FCGR2A RHOBTB3 CDC42EP1 LMTK3 GDNF PPM1L MYOF JPT1 ROGDI ACSL5 SLA CYB5RL LAMP5 LEPROT PDE4DIP SLC35A1 LSS TRIM22 PITPNM2 STX16-NPEPL1 FCRLB CBX5 CHST1 ING2 MUC15 ALG1L ESYT1 NOS1AP UHMK1 MPHOSPH9 SORCS2 RAB9B SERPINI1 CALU PTPRC ALG14 CRELD2 PDE4B SRCAP TMEM132A SRPX BCL2L11 PCSK1 CD38 CHRDL1 CHST2 HVCN1 SPARC SLC9A9 C3orf52 THBS1 HSD17B7 SGIP1 PAK4 AGTRAP WDFY2 TRIM13 UNC13D NDRG2 EPHB1 GOLIM4 GTPBP2 ARRDC4 ITGA5 PLOD2 SLC17A7 SPTLC2 CLCN5 GALNT15 TXNDC16 SYNE2 KLF5 NUP188 ST3GAL6 COL1A1 NFKBIE GPC1 HP CCDC134 DHRS2 GRIN2A BOK IL1B RTN4 GHDC SYNGR1 JAKMIP2 REEP4 FHDC1 GMFG RNF32 P4HA3 NCLN RFTN1 TSNARE1 PTGIS GALNT2 GCA NDRG4 LRRC59 PLAUR KIAA1324 ATP8B4 EBI3 REEP3 STEAP4 CD4 B4GALT5 SLC44A2 MMP24 GPR37 DOCK4 SYT12 RAB3D SLPI RRAGB DHCR24 CHSY1 DISC1 RHOD GRB14 GNRH1 CREG1 MAP3K5 BMF RASSF9 HCK P3H3 MGAT4C ORMDL3 BICD1 MOSMO RNF41 PRKG2 GPAT3 ACTR2 KPNB1 EMP2 CDS1 PLA1A CPE PLSCR1 NOTCH3 NRBP2 NUP58 NEDD4 WLS PCSK9 GSTM2 CTSH RAB31 DOLPP1 RARRES2 AK9 SMAD6 OSBPL7 CHST6 TNK2 CCDC3 LRMP RNF128 LPIN3 WNT7B PIGP MSLN LMO7 SORT1 ITGB1 GLE1 PLCE1 SCRG1 INPP5B IL33 CYP2R1 STEAP2 FGFR2 DMPK SYPL2 GRIA1 TFRC FCGRT STEAP1 ANO7 TMEM214 SHISA2 AC118553.2 TBC1D16 CPA3 BNIP3 PRKG1 ARRB1 SPAAR TMEM131L DKK1 RCBTB2 LY6K AGRN NOTCH1 UGCG OAS1 FGD4 ARFGEF2 OSBPL6 RCN3 EPHA4 GGH RDH5 SYT2 LYNX1 ITSN1 CRACR2A GAA MNS1 PIP4P2 GLCE THBS2 GBGT1 LGR5 LGALS1 RRAGD CSF1 TTPA INSIG2 COL8A1 CHST7 TLR2 RAB11FIP1 VPS37C OST4 PHTF2 CSE1L A2M KBTBD8 LUM DCN ZNRF1 HSD3B7 RYR2 SLC17A5 GCC2 CD109 TIMP2 B3GNT10 PLEKHO2 P3H1 FSTL1 NRROS RNF175 ACTN1 ECM1 ZDHHC15 PPP1R15A FMN2 ITM2C COPZ2 PTPRJ HOXA7 COTL1 ITGAV PTGES RGS20 ADAMTSL4 CCND2 ATP8B2 RACGAP1 POMK PIGZ CREB3L1 MELTF CAVIN1 SLC1A1 RABAC1 PDGFD SLC26A11 NUCB1 XPOT PRRT2 ERP27 PTGER3 SLC6A17 FMO1 CPT1C FMO3 CRISPLD2 AFP FMO2 RBM15 CYP7B1 SPTB PIK3C2B NOTCH2 ULBP2 ULBP1 CTSS CTSK GOLGA3 LDLRAD4 FMO4 BMP1 GIMAP2 VKORC1 FAM241A TMEM59L ERN1 CALCRL SEC22B AC135050.2 PRCP TPCN1 AP1AR ADORA1 CACNA2D1 TFPI FASN RAB30 WWOX CHI3L1 ALG10 CEP83 EOGT TEX2 DDIT3 FMOD PRELP ARHGAP9 PECAM1 ABCA3 LHFPL2 NFASC TRAPPC1 SLC37A2 SEZ6L2 PTGDS CXCL1 PF4 SLC2A1 GLIPR1 RAB3B UBAP1L P4HB AHCTF1 NCS1 FGD6 LMF1 RNF122 ARSB FKBP7 NLRP3 GPR85 RAB15 ARFGEF3 HSPA5 TSSK2 ANPEP MAGI2 TMCC2 HEBP2 ASIC1 CASP4 FTL ASS1 GRAP2 GDPD5 HS3ST3A1 GALNT1 RAB29 VCAN PCYT2 HSD17B6 DLG1 CLEC2D RAB7B GNPNAT1 ARL6IP5 NPTX1 ST3GAL1 ARL17A EHBP1L1 APOC3 FRMPD3 BNIP3L MBOAT2 APOA1 PRDX4 LMNB2 ASAP2 SUMF1 CACYBP B4GALNT1 GABARAP OSBPL5 ADRA1B IL12B SLC10A7 SECTM1 CCDC88A SERPINH1 CLTCL1 CPED1 ADIPOQ DPM3 PITPNM3 PIFO NEMP1 IL6 STEAP1B CIT CYB5R3 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 ASTN1 UGT1A4 MUC1 ABCA2 UGT1A6 GSN SQSTM1 UGT1A8 GALNT5 UGT1A10 OVGP1 SEC16B MAP6 NRP1 ALDH3A2 TUBG1 SCD5 ATP7B NRAS LRP1 VCP TMEM38A ST6GAL1 CRYAB TYRP1 MARCH9 A4GALT ZDHHC14 LRRK2 TMPO B3GNT7 CMTM3 AGPAT4 HSD11B1 WDR77 PRKCA ST6GALNAC3 PDGFRA BCL6 TICAM2 TMED7-TICAM2 ST6GALNAC5 GALNT3 NOD2 GPX7 KCNH1 IKBIP BMP4 CYBA MAP6D1 METTL7A TLCD3B HSD17B2 TLR3 PACSIN2 NTF3 DGAT2 DTX3L JAK2 PPFIA3 SNCA PRLR GRAMD1C NAV3 DPP7 GRIP1 CYTIP SSPN DTL APAF1 ITPR2 ALDOA PIEZO1 GOLGA8A NOTUM OLR1 NGF JUP ZDHHC23 SYT1 GIP QSOX1 CDH2 CABP1 COL3A1 EPHA5 TP63 SLC11A2 MLEC AREG P3H4 ADAMTSL1 CNIH2 NR3C2 CENPF B4GALT2 TRIQK KCNK2 APOC1 APOE AC005670.2 PARM1 GABARAPL1 SGCD PTGFRN FAM3C SLC6A9 TRPM4 FKBP10 MR1 CD9 GKAP1 COL5A2 CYP4F11 PDIA5 TRPM8 TGFB2 KPNA2 P3H2 CYP4V2 PYCARD P2RX7 MGLL PDGFC STOM WDR3 GLUL S100A10 HRNR PDCD1LG2 CD274 HACD2 P2RX4 DUSP10 RAP2B RAB40B SLC40A1 TEX22 FAM20A TRAPPC9 WIPI1 RRS1 ARSG CLSPN CERS1 ALDH3A1 ARHGEF2 AAK1 SSR2 SERAC1 NMNAT2 LMNA EPHA3 DPY19L2 PLIN2 FMO5 IMPDH1 NCF2 AP2M1 B3GNT9 LBR TRAPPC6A CORO1A SLC28A3 FPR1 ARPC5 EPHX1 PSMD2 COLGALT2 GCH1 SYNE1 CAT ANXA2 PARP1 PSEN2 MME COL5A1 ESR1 ABCA5 NTRK2 SEPTIN5 AC000093.1 LGALS3 BST1 EHF ATP2C2 DDX31 PTGS2 PLA2G4A SPX KLHL21 RGMA SEPTIN1 PLK3 TCTEX1D4 MUC13 ST8SIA1
## 926 PARD6B CYFIP2 KDR PKP4 KIT HSP90B1 IQGAP3 DNAJA3 GABBR1 FLRT1 RPS9 B4GALT1 CALR SVIL SCIN CDH6 TNS1 AGER ABCC2 PPP1R9A SYN2 FABP5 PDPN EZR DSP PARD3B PDGFRB PDLIM2 ARHGAP21 TIAM1 EFNA5 MDC1 SHANK2 DAB2 CNN2 CGNL1 PLEKHA7 DNMBP TRPC4 HSPA1A GPER1 ANK3 CDSN CD99 COL13A1 HSPG2 ACTC1 MAP2K1 CD44 EHD3 TSPAN4 CCND1 YWHAQ KAZN HOMER2 NACC1 ARVCF FLRT3 KCNB1 PLAU TENM2 STON2 FZD5 JCAD KLF11 MICALL2 NEU1 AMPH EGFR VCL SCN1B SDCBP LRRC4C CDH24 P2RX6 LPXN CAPN5 FLRT2 FZD4 FERMT3 CLASP2 STX1A ABCA7 JAM2 CHRM2 AKR1B1 RHOA PIK3R1 SLC8A1 PRAG1 CLDN23 C4A RASGRP2 PRR7 PRRT1 PDZD2 SYNGR3 LYPD6 PKP3 FERMT1 COL17A1 OLFM2 IFI30 OCLN FMN1 RIMS1 CBLN3 APBB1IP DACT1 YWHAH LIMS2 ITGA4 VAMP5 FAM107A RSC1A1 C4B TMEM204 CYTH3 ITGA1 ITGA2 SLC6A4 LZTS3 MCTP1 EFNB2 MARCKS SMAD7 SLX4 SLC3A2 CSPG4 ADA ASAP3 HMGA1 B2M DMD MXRA8 SNTA1 STARD8 STX3 ANK2 SIPA1L3 HSPB1 RIMS4 SYN1 ADAM10 VEGFA DLC1 ESAM ACTN4 RND3 PTPRU FRMD6 ANXA1 CLDN15 BAALC STXBP6 CDH7 SHROOM2 PPIB EVL CACNA1C DAG1 MAP4K4 TNS3 FBLN7 CPEB4 DLG2 RIMS2 FHL3 PDLIM7 TCAF2 AFDN PCDHGA12 INSYN1 NOX4 MIOS AL139260.3 FZD1 SYNPO2 PKD2 ITGA8 PALLD DTNA FGFRL1 CDH18 ERC2 ARHGEF5 NHS MMP14 SPTBN2 KCNJ2 USP53 TEK PPL ITGA11 SYT7 WTIP DPP4 GRASP CCN3 NRN1 TM4SF20 GJD3 SPRY4 HSPA8 ICA1 CLMP PDIA3 HYOU1 PODXL ILK CORO2B FAP SPHK1 MYH9 AGO2 TNS4 GRID1 ATP23 NAMPT ICAM1 PSD3 FLNA TBC1D2 ARHGAP26 ESCO2 TGFBR1 MYH1 CAMK2N1 VIM FZD2 TES PRKD1 NFIA SSX2IP ARHGAP32 CADM3 GRIN3B GABBR2 VAMP1 EPB41L4B GABRE MPP4 CDH4 KRT18 KRT8 LDB3 TNC PPP1R13L GJC1 IGSF9 RGS17 CDH10 CORO1C PIANP PATJ AFAP1L1 ATP1A2 NPHP1 PDLIM1 BTBD8 NLGN2 CBARP AHNAK SNTB1 ADCY8 MRC2 TJP2 TNS2 EPB41L5 RHOB CAV1 LIMS4 PARD6A TRPC6 KCTD16 CAPN1 SRPX2 BAIAP2L1 TLE2 LAMA1 CLCA2 RAPGEF2 MCAM HOXD4 CBL FRMD5 NEDD9 FHL1 FAT1 RAC2 COL16A1 F11R MUSK NSMF SCHIP1 ENG HSPA9 AJUBA DES MAP1B TMEM47 AMOT GAP43 TRPV4 ANXA6 CDH3 PTPRM GABRB1 C1QTNF5 BCL2L1 CDH1 RIMS3 LZTS1 CD151 OBSL1 PHLDB2 GJA3 THY1 ECT2 ACTB GJB2 SH2D5 ITGB3 AKAP6 FSCN1 VASP FRRS1L AMOTL2 CFL1 SYNPO NECTIN1 MAP2K2 SLC9B2 MAGI1 CAMK2B CADPS2 CDC42EP1 ITGB4 ROGDI LAMP5 RPL3 TRIM29 SLITRK1 SORCS2 DDR2 CNN3 PTPRC PAK4 OXTR ITGA5 SLC17A7 AFAP1 SYNE2 TSPAN9 LASP1 MYADM GRIN2A LRFN1 RTN4 SYNGR1 LRRC4 SYNM PLXDC1 PLAUR COLQ PROCR FLNC SYT12 DISC1 LAYN MYO1E HCK ALCAM PLXNA3 ACTR2 CHRNA6 CSRP1 PDXP SH3BP1 SCN2A FLNB TNK2 ATP1B1 EPPK1 LMO7 ITGB1 ATP2B1 SHANK1 ARPC1B GRIA1 STEAP1 KCND2 ANO7 PDLIM3 GRIK2 PANX2 AGRN CDCA3 NOTCH1 ARFGEF2 EPHA4 ARHGAP22 SYT2 ITSN1 SPTBN4 MAPRE2 TRIOBP ZNRF1 SLC17A5 RRAS CHRM3 ACTN1 MPP7 PDZRN3 PTPRJ ITGAV CLDN11 CADM1 SORBS1 SLC1A1 RABAC1 PRRT2 SLC6A17 CPT1C SCN4B AJM1 RAI14 LIMS1 PKP2 EPHA2 DDX58 CDH8 PECAM1 AMOTL1 NFASC CDH11 SLC2A1 MAGI3 PCLO P4HB NCS1 ARHGAP24 KIF23 HSPA5 MAGI2 ADGRL3 CCNF DLG1 SORBS2 JAG1 ARHGEF9 CLDN7 HOMER1 PVR LIMA1 BAIAP2 GSN KCTD12 NPHP4 NRP1 LRP1 CNN1 LRRK2 PLEKHG5 SAPCD2 DIXDC1 IRF6 SIPA1L1 PDGFRA KLHL24 KCNH1 CYBA PCDH9 CSRP2 PACSIN2 JAK2 SNCA ADGRL1 GRIP1 SHROOM3 CDH13 CNTNAP1 SSPN SCN1A ANKS1B PMP22 JUP CGN SYT1 SORBS3 CDH2 CABP1 EPHA5 PPP1R12A CNIH2 PTK2B AKAP12 CD9 FLCN ITGA6 CLDN1 P2RX7 CLDN16 NEXN P2RX4 RAP2B LIN7A ARHGEF2 WNK4 SMAGP SAMD4A TGFB1I1 CORO1A ENAH XIRP1 ARPC5 CAT ANXA2 DRP2 PPFIBP1 MME ACTG1 HMCN1 NTRK2 GJA5 PDLIM5 HEG1
## 470 PKP4 HSP90B1 FLRT1 RPS9 CALR SVIL CDH6 TNS1 EZR DSP PARD3B PDGFRB PDLIM2 EFNA5 MDC1 DAB2 CNN2 PLEKHA7 HSPA1A CD99 HSPG2 ACTC1 MAP2K1 CD44 EHD3 TSPAN4 YWHAQ ARVCF FLRT3 PLAU JCAD KLF11 EGFR VCL SDCBP CDH24 LPXN CAPN5 FLRT2 CLASP2 RHOA PRAG1 PKP3 FERMT1 FMN1 APBB1IP LIMS2 ITGA4 FAM107A TMEM204 CYTH3 ITGA1 ITGA2 SLC6A4 EFNB2 MARCKS SMAD7 CSPG4 ASAP3 HMGA1 B2M STARD8 HSPB1 ADAM10 VEGFA DLC1 ESAM ACTN4 RND3 ANXA1 STXBP6 CDH7 SHROOM2 PPIB EVL DAG1 MAP4K4 TNS3 FBLN7 FHL3 PDLIM7 AFDN NOX4 FZD1 SYNPO2 ITGA8 PALLD CDH18 NHS MMP14 TEK ITGA11 WTIP DPP4 TM4SF20 SPRY4 HSPA8 PDIA3 HYOU1 ILK CORO2B FAP MYH9 TNS4 ICAM1 FLNA ARHGAP26 VIM FZD2 TES SSX2IP MPP4 CDH4 KRT18 LDB3 TNC CDH10 CORO1C PIANP NPHP1 PDLIM1 AHNAK SNTB1 MRC2 TJP2 TNS2 EPB41L5 RHOB CAV1 LIMS4 CAPN1 BAIAP2L1 TLE2 MCAM CBL FRMD5 NEDD9 FHL1 FAT1 RAC2 ENG HSPA9 AJUBA DES TMEM47 TRPV4 ANXA6 CDH3 PTPRM CDH1 CD151 PHLDB2 THY1 ACTB ITGB3 VASP CFL1 NECTIN1 MAP2K2 MAGI1 CDC42EP1 RPL3 TRIM29 DDR2 CNN3 PTPRC PAK4 OXTR ITGA5 AFAP1 SYNE2 TSPAN9 LASP1 SYNM PLAUR PROCR FLNC LAYN MYO1E HCK ALCAM ACTR2 CSRP1 SH3BP1 FLNB TNK2 LMO7 ITGB1 ARPC1B PDLIM3 CDCA3 NOTCH1 EPHA4 ARHGAP22 SPTBN4 MAPRE2 TRIOBP RRAS ACTN1 MPP7 ITGAV SORBS1 AJM1 LIMS1 PKP2 EPHA2 CDH8 NFASC CDH11 P4HB ARHGAP24 KIF23 HSPA5 DLG1 SORBS2 JAG1 PVR LIMA1 BAIAP2 GSN NRP1 LRP1 CNN1 DIXDC1 KLHL24 CYBA CSRP2 PACSIN2 JAK2 SHROOM3 CDH13 JUP SORBS3 CDH2 EPHA5 PPP1R12A PTK2B AKAP12 CD9 ITGA6 NEXN LIN7A ARHGEF2 TGFB1I1 ENAH XIRP1 ARPC5 CAT ANXA2 PPFIBP1 MME ACTG1 HMCN1 PDLIM5
## 2609 PKP4 HSP90B1 FLRT1 RPS9 B4GALT1 CALR SVIL CDH6 TNS1 EZR DSP PARD3B PDGFRB PDLIM2 EFNA5 MDC1 DAB2 CNN2 PLEKHA7 HSPA1A CDSN CD99 HSPG2 ACTC1 MAP2K1 CD44 EHD3 TSPAN4 YWHAQ KAZN ARVCF FLRT3 PLAU JCAD KLF11 EGFR VCL SDCBP CDH24 LPXN CAPN5 FLRT2 CLASP2 RHOA PRAG1 PKP3 FERMT1 FMN1 APBB1IP LIMS2 ITGA4 FAM107A TMEM204 CYTH3 ITGA1 ITGA2 SLC6A4 EFNB2 MARCKS SMAD7 CSPG4 ASAP3 HMGA1 B2M STARD8 HSPB1 ADAM10 VEGFA DLC1 ESAM ACTN4 RND3 ANXA1 STXBP6 CDH7 SHROOM2 PPIB EVL DAG1 MAP4K4 TNS3 FBLN7 FHL3 PDLIM7 AFDN NOX4 FZD1 SYNPO2 ITGA8 PALLD CDH18 NHS MMP14 TEK PPL ITGA11 WTIP DPP4 TM4SF20 SPRY4 HSPA8 PDIA3 HYOU1 ILK CORO2B FAP MYH9 TNS4 ICAM1 FLNA ARHGAP26 VIM FZD2 TES SSX2IP MPP4 CDH4 KRT18 LDB3 TNC CDH10 CORO1C PIANP NPHP1 PDLIM1 AHNAK SNTB1 MRC2 TJP2 TNS2 EPB41L5 RHOB CAV1 LIMS4 CAPN1 BAIAP2L1 TLE2 MCAM CBL FRMD5 NEDD9 FHL1 FAT1 RAC2 ENG HSPA9 AJUBA DES TMEM47 TRPV4 ANXA6 CDH3 PTPRM CDH1 CD151 PHLDB2 THY1 ACTB ITGB3 VASP CFL1 NECTIN1 MAP2K2 MAGI1 CDC42EP1 RPL3 TRIM29 DDR2 CNN3 PTPRC PAK4 OXTR ITGA5 AFAP1 SYNE2 TSPAN9 LASP1 SYNM PLAUR PROCR FLNC LAYN MYO1E HCK ALCAM ACTR2 CSRP1 SH3BP1 FLNB TNK2 LMO7 ITGB1 ARPC1B PDLIM3 CDCA3 NOTCH1 EPHA4 ARHGAP22 SPTBN4 MAPRE2 TRIOBP RRAS ACTN1 MPP7 ITGAV SORBS1 AJM1 LIMS1 PKP2 EPHA2 CDH8 NFASC CDH11 P4HB ARHGAP24 KIF23 HSPA5 DLG1 SORBS2 JAG1 PVR LIMA1 BAIAP2 GSN NRP1 LRP1 CNN1 DIXDC1 KLHL24 CYBA CSRP2 PACSIN2 JAK2 SHROOM3 CDH13 JUP SORBS3 CDH2 EPHA5 PPP1R12A PTK2B AKAP12 CD9 ITGA6 NEXN LIN7A ARHGEF2 TGFB1I1 ENAH XIRP1 ARPC5 CAT ANXA2 PPFIBP1 MME ACTG1 HMCN1 PDLIM5
## 2251 KCNG1 HLA-F PARD6B TBC1D10C SLC16A9 LRRC32 KDR PKP4 KIT PEAR1 GFRA1 INSRR ACVR1 STAB2 IQGAP3 IGF1 DNAJA3 TMC4 SLC22A18 DUOX1 GABBR1 HIP1 FZD8 HLA-B KCNIP3 SLC6A8 HLA-E FLRT1 B4GALT1 CALR MUC12 SEMA3A SVIL RAB26 TLR1 TLR6 SYTL3 CDH6 AGER TYRO3 SLC43A2 ALPK2 PCDH18 ROS1 ABCC2 SLC7A11 MICA FABP5 PDPN CD70 EZR DSP PLXNA4 PARD3B SLC39A8 PDGFRB KCNS2 TIAM1 EFNA5 EVC2 ROM1 SHANK2 LGR4 MUC20 SLC46A3 BMPR1B NOTCH4 P2RX5 ANK1 TRPC4 CD320 GPER1 ANK3 TPM1 CD99 PKD1 COL13A1 SLC7A1 HSPG2 HCN1 CD44 SLC26A6 SLCO4A1 EHD3 TSPAN4 HOMER2 HRH2 HBEGF FLRT3 GRAMD1A TCIRG1 KCNB1 ROR2 GPNMB TENM2 ENOX1 EPHB6 CSF2RA IL7R FZD5 KCNK6 JCAD NDE1 CYS1 AMPH EGFR SCN1B KCNE4 CALHM2 SPTBN5 HLA-A TGFB3 SDCBP FLVCR2 SLC13A4 LRRC4C CDH24 P2RX6 CEMIP2 LY75 HLA-DRB1 SLC5A6 WWC1 LY6G5B TNFRSF9 ITPR3 HLA-DMA CATSPERG FLRT2 FZD4 TNFRSF11A CLASP2 STX1A OR2A4 ABCA7 CAVIN3 ERRFI1 TPBG CFLAR RAB11FIP2 KCNS3 SLC16A11 IL1RAPL1 KCND1 AL121845.2 JAM2 KCNMB1 CHRM2 VTN TRPM2 NRP2 DDR1 TREH CNNM4 EPHB2 PLXNB3 RHOA LRP5 PSD HTR1B KIF20A AL669918.1 ENPP1 NLRP10 SLC45A1 RAPGEF6 SLC8A1 CA9 SLC5A3 SERPINE2 DGKI GPR68 RASGRP2 PRR7 SAMHD1 HEPH FERMT1 COL17A1 NOXO1 SLC38A3 OLFM2 COL25A1 GNAI2 MMP16 RIMS1 BMP2 LRFN5 NPY4R APBB1IP DRD4 GAS1 GPR17 ATP8B1 ITGA4 BDKRB2 BDKRB1 CXCR6 ECE1 VAMP5 EDA2R TNFRSF14 FAM107A C2CD2L CASP10 SLC1A3 NPC1 GPR75 TACR1 KCNMA1 EPS8L2 SPIRE1 CYTH3 ITGA1 GGT5 ITGA2 SLC6A4 F2RL2 GPR65 GPR39 SEMA3B F2R TSPAN13 PLXNB1 RTN4RL1 ABCC1 ADORA2A AQP9 NAIP TMEM150A PCDHA3 LZTS3 SLC17A9 PCDHA12 EFNB2 PCDHAC2 SLC4A4 KIF18A SLC14A1 SLC7A8 SMAD7 FOSL1 SLC3A2 CSPG4 ADA SLC14A2 TRPV3 B2M DMD ABCC6 MXRA8 GASK1A ACKR2 SNTA1 ANKH ARHGEF4 STX3 ANK2 SIPA1L3 PTCH1 F2RL1 NRGN CAPN3 KCNK15 SPATA13 RIMS4 ADAM10 CNKSR2 DLC1 LY96 KCNA4 STK26 NAALADL1 FKBP1A FADS2 PTPRU BST2 NPR3 TGFBR2 ANXA1 CLDN15 BAALC P2RY11 S1PR3 CDH7 SHROOM2 SLC1A2 PCDHB3 PCDHB11 PCDHB7 PCDHB12 PCDHB10 PCDHB16 PCDHB14 PCDHB15 P2RY6 CACNA1C DAG1 MGAM FOLR3 SLC7A7 PLEKHA1 CALHM6 CPEB4 DLG2 SEMA4G MYO1D RIMS2 GPI ATP6V0A4 KCNJ15 PCDH17 DNM1 SLC4A11 SLC38A1 ST3GAL5 NTRK3 CYBRD1 GSR PCDHGC5 PCDHGA6 PCDHGA10 PCDHGA4 PCDHGB1 PCDHGA12 NINJ2 SLC2A5 PCDHGA2 PCDHGA1 MYO10 INSYN1 PCDHGC4 PCDHGB4 PCDHGB5 PCDHGB3 NOX4 PCDHGA9 PCDHGA11 PCDHGB2 ADGRG6 SLC38A5 SLC26A4 CLCN4 CD82 TM7SF2 ABCA1 CALHM5 GPR157 AL139260.3 OPRL1 BTN3A2 GPR35 PKD2 ITGA8 SLC4A5 DTNA DHRS3 CXCL12 SLC35G2 SLC18B1 CDH18 ERC2 GHR NHS SLC38A4 MMP14 STC1 SPTBN2 LDLR DUSP3 ACVRL1 LAPTM5 KCNJ2 C7 CELSR1 SCN7A CD74 TEK PLPP4 TSPAN18 ACVR1B ITGA11 GPC4 RAB27B SLCO5A1 KCNAB1 SYT7 BTN2A2 HS6ST1 MAL2 DPP4 GRASP HFE CLIC5 GPC3 SLC27A1 NRN1 MFSD2A GJD3 PORCN SPRY4 CLSTN2 ADRB2 MAPT SIRPA PODXL SLC19A1 APBB1 SEMA4B FAP WNT2 ACKR3 NME1 C5AR1 C5AR2 SLC4A7 HPGD ITGB2 MYH9 CDKL5 IL1R1 EBP CD163L1 KSR1 SLC6A6 AXL APPL2 PDE4D GRID1 ICAM4 IL1RL2 VCAM1 ICAM1 STAC2 IGFBP2 CACNA2D2 IL1RL1 KANK1 DIAPH1 IL18R1 RASGRP3 DOCK8 CD1D PSD3 LDLRAP1 PCDH19 LRP8 SCNN1A TGFBR1 CAMK2N1 PRCD OCLN BEST1 RXFP1 S1PR1 SLC12A1 ICAM5 PLPP2 SDC1 MFGE8 SNCAIP ADGRG2 ICAM3 EHD1 ARHGAP32 IL18RAP CADM3 PTPRH ADGRG1 GRIN3B MTSS2 SLC22A17 GABBR2 PLK4 CMKLR1 MX2 VAMP1 GABRE KIF17 CDH4 FCRL6 PILRB PTPN3 TNFSF15 KRT8 FN1 FGR SELPLG TM2D1 GJC1 KCNQ5 TNIK ADRA1D CDH10 CORO1C TRABD2B PIANP PATJ ATP1A2 SSH1 CACNB3 EDNRB PRNP BTBD8 NLGN2 AQP1 MPP2 RGS7BP ESYT3 MEGF10 AHNAK LMTK2 SEPTIN6 SNTB1 SCART1 CD14 ADCY8 ANTXR1 NRCAM SLC2A12 EPB41L5 RHOB CAV1 ADRA2C TENM3 TRPA1 REEP2 EFCAB7 SLC43A3 PARD6A TRPC6 KCTD16 HHIP KLRK1 MET CD248 SRPX2 PLD1 HAS2 DMBT1 C6 STRA6 CLCA2 RAPGEF2 NOXA1 MX1 ROR1 CACHD1 MCAM NOX5 CBL CD37 THBD KCNJ6 SCARA5 FAT1 LRP2 SLC16A14 TBXA2R MUSK TSPAN11 NSMF ENG SSTR1 AMOT ACE IFIT5 GAP43 GPR3 TMEM130 PHLPP2 LPAR1 TRPV4 TNFSF10 HTR2C SLC2A3 SLC16A12 CDH3 TNFSF12 PTPRM GABRB1 KCNQ3 ATP6V1B2 C1QTNF5 SNX18 TF CAVIN4 CDH1 NPY1R RGS2 MMD RIMS3 GNAZ LZTS1 CD151 KLRC2 INHA RTN2 PTPRF CNGB1 GJA3 THY1 HMOX1 TLR4 ECT2 GJB2 PLB1 TRPC3 SH2D5 ABCB1 SLC22A4 ITGB3 CYSLTR1 AKAP6 FSCN1 CATSPER1 HIP1R BBS1 CD177 CLN3 VASP SLC20A1 SLCO2A1 GNG2 SEMA7A APBA1 CALM3 TRABD2A AMOTL2 CFL1 SYNPO F3 KCNJ14 NECTIN1 MAP2K2 MASTL GYPC SLC9B2 LTB4R LTB4R2 LRRC8C LRRC8B SLC16A5 CADPS2 NEO1 ERBB3 LAG3 MYOF KCNK3 ASPM ITGB4 ROGDI SLA SEMA6B LEPR ADAM22 LAMP5 ITGB8 SPRY2 GPSM2 SLC35A1 HTR2A CEP55 SLC38A6 RTN4RL2 ENTPD1 ESYT1 NOS1AP SLITRK1 PLPP1 SORCS2 DDR2 MMP15 PTGIR PTPRC TMC7 PDE4B ACVR2B CD38 CD24 HVCN1 THBS1 SLC43A1 SGIP1 PTGER2 SLITRK6 EPHB1 TGFBR3 OXTR ITGA5 MDGA1 SLC17A7 DCBLD2 CLCN5 SYNE2 TSPAN9 PLXND1 GPC1 EFNB3 MFSD3 GRIN2A LRFN1 CSF1R LRRC4 GNAO1 PLCD3 ADGRB2 IGF1R PTGIS NDRG4 PLPPR4 KCNH7 SLC16A2 PLAUR KIAA1324 TNFRSF13C MAP7 RAET1E SLC1A4 EBI3 SLC2A9 CD4 PROCR MMP24 FLT3LG GPR37 SLC4A3 DISC1 TENM4 MAP3K5 HTR7 DCTN3 LIFR SLC1A5 SLC20A2 HCK CA11 SCARB1 RAMP1 MOSMO CNR1 KCNE3 PRKG2 ALCAM PLXNA3 CHRNA6 EMP2 PLSCR1 CD200 SCN3A OSMR PDXP SH3BP1 NEDD4 WLS PCSK9 RAB31 SCN2A TNK2 PALM LRMP PLPPR2 ATP1B1 EPPK1 LMO7 ITGB1 ATP2B1 NRG1 EPOR FSD1 SHANK1 PTH1R FGFR2 GRIA1 TFRC ENPEP FCGRT STEAP1 ADRA2A KCND2 AMIGO1 AGTR1 AC118553.2 ABCG2 SLC24A3 GRIK2 ARRB1 GPR137B LRP4 LPAR6 NOTCH1 SEMA3C IL11RA EPHA4 KCNN4 ITGA7 TSPAN12 GPRC5A TSPAN8 LGR5 PROM2 AKAP5 HSPA2 ASIC3 TLR2 RIPOR2 PRRT1 ADGRD1 APCDD1 SLC17A5 ATF4 NRXN3 PLEKHA4 PCDH10 CHRM3 MPP7 PTPRJ ITGAV RACGAP1 OPN3 MYH10 MELTF IL6R CAVIN1 CADM1 SORBS1 SLC1A1 SLC26A11 PRRT2 STAC PTGER3 SLC6A17 EMILIN1 CPT1C KCNC4 CAVIN2 SCN4B AJM1 SPTB NOTCH2 TRHDE ULBP2 ULBP1 SLC16A4 CRLF1 RGMB EPHA2 CALCRL ADORA1 SCN2B CACNA2D1 TFPI DDX58 CDH8 PTPRO IFNGR1 ATP2B4 C1QTNF1 PECAM1 AMOTL1 G6PD NFASC ULBP3 MILR1 SLC37A2 TM4SF1 CDH11 SLC2A1 P4HB NCS1 TNFSF4 SEMA6C TRAF1 ANPEP ASIC1 SLC39A10 TMEM150C PTPN22 SEMA3E ADGRL3 C5 DLG1 CLEC2D SORBS2 CD83 NPY2R JAG1 ARHGEF9 ROBO2 CLDN7 HOMER1 KRT19 SLC26A10 ADRA1B IL12B SLC10A7 CLTCL1 EFNA4 EFNA3 EFNA1 ADCY7 EVI2B LIMA1 SLC7A5 ABCC3 PAPPA2 IL6 CIT FYN BAIAP2 UGT1A1 ASTN1 MUC1 ABCA2 KCTD12 RGS9 NRP1 ATP7B IL27RA GNG7 LRP1 CRYAB CLEC2B PLXNA2 DCLK1 LRRK2 CLEC12B SAPCD2 TIE1 EDNRA PRKCA TNFRSF25 SIPA1L1 PDGFRA TICAM2 NOD2 KCNH1 CYBA PCDH9 TLR3 TRAF5 EPGN PACSIN2 KCND3 JAK2 BCAM PRLR ADGRL1 EREG GRIP1 SHROOM3 GNAL CDH13 CNTNAP1 SSPN PDZK1 PIEZO1 CD160 PACC1 SCN9A TSPAN2 SCN1A OLR1 ACVR1C VANGL1 ANKS1B JUP ITGA10 SYT1 CDH2 CABP1 EPHA5 SLC11A2 CNIH2 PTK2B KCNK2 GABARAPL1 SGCD SLC6A9 TRPM4 MR1 ZNRF3 CD9 TRPM8 ITGA6 KPNA2 CLDN1 P2RX7 STOM S100A10 PDCD1LG2 CD274 SLC2A6 HTR1F P2RX4 IL1RAP MYLK P2RY1 SLC40A1 LIN7A SLC16A6 ARHGEF2 AAK1 PTGFR SLCO1B3 EPHA3 ERBB4 NCF2 EPHB3 AP2M1 HAS1 CORO1A SLC28A3 NTNG2 CX3CR1 ORAI1 SLCO1A2 SLC4A8 SYNE1 ADGRL4 ANXA2 DRP2 PSEN2 MME HMCN1 NTRK2 LGALS3 SCN8A GEM ATP2C2 PTGS2 GJA5 KCNJ8 PDLIM5 MUC13 HEG1 ABCC9
## 2226 ADAMTS13 HLA-F PIGH HHAT HSP90B1 BGLAP HLA-B FAM20C HLA-E FLRT1 CALR IL15RA RDH10 PENK PDGFA TYRO3 TAP2 CYP2U1 PIGW COL11A2 TXNDC5 SGPP2 NOTCH4 C3 SQLE GPER1 TRDN TAP1 COL13A1 SEC61G LAMB2 TMEM178A ELOVL3 MOSPD3 USE1 EPM2A FLRT3 CTAGE1 GRAMD1A SEL1L2 SLC39A7 GANAB DBI POGLUT2 DHCR7 EGFR SEC13 ARSD HLA-A SDCBP SERP2 ARSE NUP210 HLA-DRB1 AC012254.2 SEC11C ITPR3 MANF FLRT2 PARP8 PRSS23 PLCD4 OSTC SCG2 ARSJ RAB9A SCD SLC16A11 JPH2 ALOX5AP SREBF1 PKMYT1 EMC9 BCL2 MRAP TBXAS1 RHOA AL669918.1 PIK3R1 KDSR UBXN1 CYP3A5 C4A LMAN1 BSCL2 IFI27 EMC1 PLOD1 COL17A1 CYP21A2 FMN1 SEC31B COL25A1 EIF2AK3 TMEM14A CREB3L2 TRAM1L1 LPCAT1 HACD4 C2CD2L PDIA6 CTSC ARSI ITPR1 MGST2 SAR1A RRBP1 ANO8 COL5A3 LIPC MOXD1 CYP26B1 EVA1A MEST MCTP1 WNT5B CYB5A SDF2L1 OTULINL MBOAT1 CLGN RHBDD1 KDELR2 B2M ABCC6 MXRA8 PIGA UCHL1 COL1A2 CDK1 STC2 CYP19A1 EIF5A PLOD3 ADAM10 MRVI1 COL12A1 FKBP1A TMEM129 COL4A4 FADS2 MYORG EXT2 MYRF ELOVL6 PPIB DEGS2 SDC2 DAG1 SMIM14 APOB COL4A3 PLA2G2A COL10A1 SPARCL1 PLD4 CYP17A1 VWA1 SEC24A YIF1B COL28A1 NOX4 SEC24D RPN2 CLCN4 RETREG1 P4HA1 TM7SF2 ABCA1 POFUT2 EXT1 CES1 WNT5A SPP1 PKD2 ADAMTS5 UGGT1 APOL2 DHRS3 CERT1 MATN3 CLU DNAJC18 UGT2B15 FKBP14 IGFBP1 CD74 HMGCR CH25H IGFBP7 SSR3 PROS1 COL27A1 TMEM173 JAGN1 APOL1 GPC3 GAS6 TM4SF20 MFSD2A CST3 PNPLA3 PORCN FBN1 CYP39A1 CLSTN2 PDIA3 AGPAT5 COL18A1 HYOU1 CYP2S1 COL15A1 KDELR3 INSIG1 ERMARD FKBP1B COL4A6 HERPUD1 COL8A2 LAMB1 CYP4B1 CERS6 EBP KSR1 FADS3 IGFBP4 SCARA3 CKAP4 CD1D IGFBP5 TMED9 TMEM38B TRAM1 RHBDF2 IGFBP3 CYP4X1 EXTL1 TMEM98 UGT2B4 SGPL1 FOXRED2 COPG1 PLP2 MFGE8 LCTL CYP1B1 MRAP2 GDPD1 ARHGAP32 WNT3 COL4A5 ABHD4 COL14A1 FN1 TNC TMEM119 GJC1 SPCS3 SSR1 ATP8B3 REEP1 CCN1 RNF180 COL6A3 ESYT3 PTGS1 COL9A2 CYP2E1 F8 COL11A1 ADAMTS7 CAV1 AC138811.2 ARL6IP1 REEP2 ELOVL7 DHRS9 COL24A1 TMEM106C UGGT2 DIPK1A ELOVL5 PLD1 COL7A1 TOR4A MX1 NOX5 SELENOI COL4A2 COL4A1 HACD1 PLD2 UBIAD1 COL16A1 COL6A1 DNAJB9 RNF19B BCHE ATP10A SOAT2 OSBPL3 IL12A RSAD2 NCEH1 ATP2A1 COPB2 TRIM59 RNF26 TF FSTL3 PLA2G4C FAXDC2 SGK1 FBXO6 RASGRP1 EDN1 RTN2 HMOX1 CYP26A1 COL6A2 PDIA4 P4HA2 AKAP6 EBPL CLN3 MARCH1 MOGS CERCAM ZC3H12A MBOAT7 KDELR1 LPCAT2 XXYLT1 SEC23A ACSL1 LRRC8C LRRC8B CAMK2B PPM1L ACSL5 CYB5RL LSS ESYT1 NOS1AP CALU ALG14 TMEM132A CHRDL1 C3orf52 THBS1 HSD17B7 AGTRAP TRIM13 PLOD2 SPTLC2 TXNDC16 SYNE2 COL1A1 BOK RTN4 REEP4 P4HA3 NCLN PTGIS GALNT2 NDRG4 LRRC59 PLAUR EBI3 REEP3 CD4 GPR37 DHCR24 GNRH1 MAP3K5 ORMDL3 RNF41 GPAT3 KPNB1 CDS1 NOTCH3 WLS PCSK9 DOLPP1 OSBPL7 LRMP LPIN3 WNT7B PIGP MSLN SORT1 CYP2R1 DMPK GRIA1 TMEM214 SHISA2 NOTCH1 OSBPL6 RCN3 RDH5 LGALS1 CSF1 INSIG2 COL8A1 OST4 HSD3B7 RYR2 P3H1 FSTL1 NRROS RNF175 PPP1R15A FMN2 COPZ2 PTGES ADAMTSL4 ATP8B2 POMK PIGZ CREB3L1 MELTF PDGFD NUCB1 ERP27 FMO1 CPT1C FMO3 AFP FMO2 CYP7B1 NOTCH2 FMO4 VKORC1 ERN1 SEC22B ALG10 EOGT SLC37A2 SEZ6L2 PTGDS P4HB LMF1 ARSB FKBP7 HSPA5 TMCC2 CASP4 GDPD5 GALNT1 VCAN PCYT2 DLG1 ARL6IP5 MBOAT2 APOA1 SUMF1 OSBPL5 IL12B SLC10A7 SERPINH1 DPM3 IL6 CYB5R3 FYN UGT1A1 STT3A UGT1A7 UGT1A9 UGT1A4 UGT1A6 UGT1A8 UGT1A10 SEC16B ALDH3A2 SCD5 VCP TMEM38A LRRK2 AGPAT4 HSD11B1 GPX7 IKBIP BMP4 CYBA TLCD3B HSD17B2 TLR3 DGAT2 GRAMD1C ITPR2 PIEZO1 NOTUM GIP QSOX1 CDH2 COL3A1 MLEC AREG ADAMTSL1 CNIH2 NR3C2 TRIQK KCNK2 APOE AC005670.2 PTGFRN FKBP10 MR1 COL5A2 CYP4F11 PDIA5 TRPM8 P3H2 CYP4V2 MGLL PDGFC HACD2 ARSG CERS1 SSR2 FMO5 LBR SLC28A3 EPHX1 COLGALT2 PSEN2 COL5A1 PTGS2 PLA2G4A
## 2214 COL11A2 LAMB2 COL5A3 ADAMTS10 COL1A2 COL12A1 COL4A4 LAMA3 COL4A3 MFAP4 COL27A1 FBN1 COL15A1 COL4A6 LAMB1 ACAN COL4A5 COL14A1 TNC COL11A1 THSD4 FBLN5 LAMA1 COL7A1 COL4A2 COL4A1 LAMA5 MFAP5 FBN2 COL1A1 FBLN1 ELN COL8A1 MEGF9 LUM EMILIN1 NTN4 LAMB3 COL3A1 COL5A2 MFAP2 LAMC2 COL5A1
## 375 ADAMTS13 HLA-F PIGH HHAT KDR CRABP2 HSP90B1 BGLAP DUOX1 HLA-B FAM20C KCNIP3 HLA-E FLRT1 CALR IL15RA RDH10 PENK PDGFA TYRO3 CCN6 SLC7A11 FIBIN TAP2 CYP2U1 PIGW COL11A2 TXNDC5 SGPP2 DIAPH2 NOTCH4 ANK1 C3 HSPA1A CD320 SQLE GPER1 TRDN ANK3 PKD1 TAP1 COL13A1 SEC61G MAP2K1 SLC26A6 LAMB2 ATP11A TMEM178A ELOVL3 MOSPD3 USE1 EPM2A FLRT3 CTAGE1 GRAMD1A SEL1L2 SLC39A7 GANAB TENM2 DBI POGLUT2 DHCR7 EGFR SEC13 ARSD RASD1 EHD4 HLA-A SDCBP SERP2 ARSE NUP210 FKBP9 HLA-DRB1 AC012254.2 SEC11C ITPR3 MANF FLRT2 PARP8 PRSS23 PLCD4 OSTC NUCB2 SCG2 ARSJ ABCA7 RAB9A TPBG SCD SLC16A11 PRKCE JPH2 ALOX5AP VTN SREBF1 SYNE3 PKMYT1 EMC9 B3GALT5 BCL2 MRAP TBXAS1 RHOA NT5C3A LRP5 AL669918.1 PIK3R1 PTN KDSR UBXN1 CYP3A5 C4A LMAN1 BSCL2 B3GALT4 F12 IFI27 PDZD2 EMC1 PLOD1 HK2 GLYATL2 COL17A1 CYP21A2 FMN1 SEC31B COL25A1 EIF2AK3 TMEM14A CERKL CBLN3 ATP8B1 BDKRB1 CREB3L2 TRAM1L1 LPCAT1 HACD4 C2CD2L MYC NPC1 PDIA6 CCDC78 HSPA13 CTSC ARSI ITPR1 MGST2 SAR1A RRBP1 SEMA3B ANO8 COL5A3 LIPC MOXD1 CYP26B1 EVA1A MEST MCTP1 WNT5B CYB5A SDF2L1 OTULINL MBOAT1 CLGN RHBDD1 KDELR2 B2M ABCC6 MXRA8 GASK1A PIGA UCHL1 TPST2 ANGEL1 COL1A2 VASH1 CDK1 STC2 HSD17B11 CYP19A1 PRXL2B EIF5A PLOD3 ADAM10 CDNF MRVI1 COL12A1 FKBP1A TMEM129 COL4A4 FADS2 MYORG BACE2 EXT2 MYRF ELOVL6 PPIB DEGS2 SDC2 DAG1 LAMA3 SMIM14 APOB COL4A3 PLA2G2A COL10A1 SPARCL1 PLD4 CYP17A1 LOXL2 CPEB4 MYO1D CPQ VWA1 SEC24A YIF1B COL28A1 NOX4 SEC24D SULF1 CAMLG RPN2 CEMIP CLCN4 RETREG1 P4HA1 TM7SF2 ABCA1 POFUT2 EXT1 CES1 WNT5A SPP1 PLAAT3 PKD2 ITGA8 ADAMTS5 UGGT1 APOL2 DHRS3 CERT1 MATN3 CLU DNAJC18 UGT2B15 SCAPER FKBP14 KCNJ2 IGFBP1 CD74 HMGCR CH25H IGFBP7 SLC27A3 SSR3 PROS1 COL27A1 TMEM173 CIDEC JAGN1 APOL1 GPC3 SLC27A1 TMEM8B GAS6 TM4SF20 MFSD2A CST3 PNPLA3 PORCN BBC3 FBN1 CYP39A1 CLSTN2 PDIA3 AGPAT5 COL18A1 HYOU1 CYP2S1 COL15A1 KDELR3 INSIG1 ERMARD FKBP1B COL4A6 HERPUD1 COL8A2 LAMB1 CYP4B1 CERS6 EBP KSR1 FADS3 IGFBP4 SCARA3 VCAM1 CKAP4 CD1D ZDHHC1 IGFBP5 TMED9 TMEM38B TRAM1 RHBDF2 IGFBP3 MAN1C1 CYP4X1 PRCD EXTL1 TMEM98 UGT2B4 SGPL1 FOXRED2 COPG1 IFIT2 PLP2 MFGE8 LCTL CYP1B1 MRAP2 GDPD1 ARHGAP32 VAC14 WNT3 COL4A5 ABHD4 COL14A1 VMP1 FN1 TNC TMEM119 GJC1 SPCS3 TMTC1 SSR1 NPC2 ATP8B3 PRNP REEP1 CCN1 RNF180 COL6A3 ESYT3 PTGS1 COL9A2 CYP2E1 DNASE1L1 F8 COL11A1 ADAMTS7 CAV1 AC138811.2 ARL6IP1 REEP2 ELOVL7 DHRS9 COL24A1 TMEM106C UGGT2 HS1BP3 DIPK1A ELOVL5 PLD1 COL7A1 TOR4A MX1 SLAMF7 NOX5 SELENOI COL4A2 COL4A1 ADAMTS9 LRP2 HACD1 PLD2 TMTC4 UBIAD1 COL16A1 LARS COL6A1 DNAJB9 RNF19B BCHE ATP10A SOAT2 TRPV4 OSBPL3 IL12A RSAD2 PNPLA7 NCEH1 ATP2A1 COPB2 DHRS1 TRIM59 RNF26 BCL2L1 TF FSTL3 GNAZ PLA2G4C FAXDC2 SGK1 TMEM100 FBXO6 FURIN RASGRP1 EDN1 RTN2 THY1 HMOX1 CYP26A1 COL6A2 PDIA4 P4HA2 AKAP6 B3GALT2 EBPL CLN3 MARCH1 MOGS TPD52 CERCAM SULF2 PLCB4 ZC3H12A MBOAT7 KDELR1 LPCAT2 BRINP1 XXYLT1 SEC23A MAP2K2 APOD ACSL1 LRRC8C LRRC8B CAMK2B MAMDC2 PPM1L ACSL5 CYB5RL LSS FCRLB ALG1L ESYT1 NOS1AP CALU ALG14 CRELD2 TMEM132A SRPX CHRDL1 C3orf52 THBS1 HSD17B7 AGTRAP TRIM13 EPHB1 ITGA5 PLOD2 SPTLC2 TXNDC16 SYNE2 COL1A1 CCDC134 GRIN2A BOK RTN4 GHDC REEP4 P4HA3 NCLN PTGIS GALNT2 NDRG4 LRRC59 PLAUR EBI3 REEP3 CD4 GPR37 DHCR24 DISC1 GNRH1 MAP3K5 P3H3 ORMDL3 RNF41 GPAT3 KPNB1 CDS1 NOTCH3 WLS PCSK9 GSTM2 DOLPP1 OSBPL7 CCDC3 LRMP RNF128 LPIN3 WNT7B PIGP MSLN SORT1 CYP2R1 DMPK GRIA1 ANO7 TMEM214 SHISA2 BNIP3 TMEM131L NOTCH1 OAS1 OSBPL6 RCN3 EPHA4 RDH5 LYNX1 LGALS1 CSF1 INSIG2 COL8A1 OST4 PHTF2 HSD3B7 RYR2 B3GNT10 P3H1 FSTL1 NRROS RNF175 ZDHHC15 PPP1R15A FMN2 COPZ2 PTGES ADAMTSL4 ATP8B2 POMK PIGZ CREB3L1 MELTF CAVIN1 PDGFD SLC26A11 NUCB1 ERP27 FMO1 CPT1C FMO3 AFP FMO2 CYP7B1 PIK3C2B NOTCH2 ULBP2 ULBP1 FMO4 GIMAP2 VKORC1 ERN1 CALCRL SEC22B AC135050.2 ADORA1 CACNA2D1 TFPI CHI3L1 ALG10 EOGT TEX2 TRAPPC1 SLC37A2 SEZ6L2 PTGDS P4HB LMF1 RNF122 ARSB FKBP7 NLRP3 GPR85 HSPA5 TMCC2 CASP4 ASS1 GDPD5 GALNT1 VCAN PCYT2 HSD17B6 DLG1 CLEC2D GNPNAT1 ARL6IP5 BNIP3L MBOAT2 APOA1 PRDX4 SUMF1 GABARAP OSBPL5 IL12B SLC10A7 CCDC88A SERPINH1 CPED1 ADIPOQ DPM3 IL6 CYB5R3 FYN BAIAP2 UGT1A1 STT3A UGT1A7 UGT1A9 UGT1A4 UGT1A6 SQSTM1 UGT1A8 UGT1A10 SEC16B ALDH3A2 SCD5 VCP TMEM38A ZDHHC14 LRRK2 B3GNT7 AGPAT4 HSD11B1 PRKCA TICAM2 TMED7-TICAM2 GPX7 IKBIP BMP4 CYBA METTL7A TLCD3B HSD17B2 TLR3 DGAT2 SNCA GRAMD1C GRIP1 ITPR2 PIEZO1 NOTUM ZDHHC23 GIP QSOX1 CDH2 COL3A1 EPHA5 TP63 MLEC AREG P3H4 ADAMTSL1 CNIH2 NR3C2 TRIQK KCNK2 APOC1 APOE AC005670.2 GABARAPL1 SGCD PTGFRN TRPM4 FKBP10 MR1 COL5A2 CYP4F11 PDIA5 TRPM8 P3H2 CYP4V2 PYCARD MGLL PDGFC STOM GLUL S100A10 HACD2 FAM20A TRAPPC9 RRS1 ARSG CERS1 ALDH3A1 SSR2 SERAC1 PLIN2 FMO5 B3GNT9 LBR TRAPPC6A SLC28A3 EPHX1 COLGALT2 CAT PSEN2 COL5A1 PTGS2 PLA2G4A RGMA
## 701 ADAMTS13 HLA-F LRRC32 KIT GFRA1 STAB2 SFRP4 DUOX1 HLA-B HLA-E B4GALT1 CALR IL15RA PDGFA CDH6 TNS1 AGER TYRO3 ROS1 ABCC2 SLC7A11 MICA PDGFRB EFNA5 NOTCH4 C3 TRPC4 FGF10 ANK3 PKD1 CD44 HBEGF ROR2 PLAU ENOX1 EPHB6 CSF2RA IL7R FZD5 EGFR MIF HLA-A TGFB3 CDH24 HLA-DRB1 LY6G5B TNFRSF9 CAPN5 HLA-DMA FZD4 TNFRSF11A ABCA7 IL17RC TPBG IL1RAPL1 JAM2 SCUBE3 PLXNB3 PLA2R1 ENPP1 PTN SERPINE2 BGN HSPD1 GREM1 EGFL8 MMP16 BMP2 LRFN5 ITGA4 CXCR6 ECE1 ELANE VAMP5 TNFRSF14 SLC1A3 TNFRSF12A ITGA1 ITGA2 TNFRSF10B PLAT F2R RTN4RL1 ABCC1 WNT5B SLC3A2 CSPG4 ADA B2M DMD MXRA8 ACKR2 ADAM10 VEGFA LTF TNFRSF10A BST2 TGFBR2 ANXA1 CDH7 SLC1A2 SDC2 DAG1 FOLR3 GSR SULF1 MYO18A ABCA1 FZD1 RSPO2 WNT5A BTN3A2 ITGA8 CXCL12 CDH18 GHR CLU LDLR ACVRL1 CD74 TEK ACVR1B GPC4 BTN2A2 DPP4 HFE GPC3 TMEM8B HMMR GJD3 CLMP CLSTN2 PDIA3 SIRPA FAP WNT2 ACKR3 ADAMTS15 MBP C5AR1 ITGB2 IL1R1 CD163L1 AXL INTU VCAM1 ICAM1 IL1RL1 CD1D TGFBR1 S1PR1 ADGRF5 SDC1 MFGE8 ADGRG2 KRT4 VAMP1 TGFB1 CDH4 FCRL6 SLAMF8 CDH10 ISLR2 PRNP NLGN2 GLDN SCART1 TMEM102 CD14 ANTXR1 ADAMTS7 NRCAM LPL HHIP KLRK1 MET CD248 SRPX2 SLAMF1 DMBT1 CX3CL1 ROR1 MCAM THBD ADAMTS9 SCARA5 LRP2 ENG AMOT ACE LPAR1 TRPV4 IL12A CDH3 KCNQ3 TF CDH1 CD151 MMP7 FURIN THY1 TLR4 ABCB1 ITGB3 PDIA4 SULF2 SEMA7A F3 LBP LAG3 ITGB4 LEPR ITGB8 RTN4RL2 PTPRC SRPX CD38 CD24 SPARC THBS1 SLITRK6 CORIN TGFBR3 ITGA5 DCBLD2 GPC1 ATP5IF1 GRIN2A LRFN1 CSF1R KRT10 PLAUR TNFRSF13C RAET1E SLC1A4 EBI3 CD4 PROCR FLT3LG MAP3K5 LAYN LIFR SCARB1 RAMP1 ALCAM EMP2 CD200 NOTCH3 OSMR PCSK9 MSLN LMO7 SORT1 ITGB1 FGFR2 ADGRA2 GRIA1 TFRC ENPEP FCGRT ABCG2 LRP4 NOTCH1 IL11RA EPHA4 EGFL7 ITGA7 TSPAN8 LGALS1 PROM2 HSPA2 TLR2 CD109 TIMP2 NRROS PTPRJ ITGAV MELTF IL6R ERP27 NOTCH2 ULBP2 ULBP1 PPFIA4 CRLF1 EPHA2 TFPI CDH8 PECAM1 ULBP3 CDH11 SLC2A1 P4HB GPRC5B TNFSF4 ARSB HSPA5 ANPEP ASIC1 CLEC2D CD83 ROBO2 APOA1 IL12B PVR ADIPOQ SLC7A5 ASTN1 NRP1 IL27RA CRYAB CLEC12B PDGFRA NOD2 BCAM PRLR CDH13 PACC1 CDH2 EPHA5 SLC11A2 AREG KCNK2 IGSF3 PTGFRN MR1 CD9 TRPM8 ITGA6 P2RX7 PDGFC PDCD1LG2 CD274 SFRP1 P2RY1 CX3CR1 ANXA2 PSEN2 MME LGALS3 RGMA HEG1 CPM
## 2009 GSTT2B PARD6B CYFIP2 ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 HIST3H2A HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E RPS9 B4GALT1 CALR RIDA CTSF SCIN SERPING1 PCNA CLEC3B FUCA1 PYGB SMPDL3A JCHAIN FABP5 CD70 EZR BBOX1 DSP TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 PLEKHA7 C3 PSMB8 HSPA1A PFKL PSMB9 PKD1 SERINC5 SLIT2 HSPG2 ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD PLAU GANAB NDRG3 MYH11 DBI GNPTG NEU1 SEC13 VCL EHD4 MIF LAMA4 ZG16B SDCBP ARSE CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 PGAM1 FLRT2 PRSS23 PKM FERMT3 NUCB2 RAB9A H2AFV GSTK1 VTN AKR1B1 HLA-A ACTA2 DDR1 TREH TUBB6 SMPD1 SOD2 RHOA ACAT2 TECTA GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 BGN LMAN1 TUBB2A HSPD1 F12 MXRA5 H2AFX IARS PLOD1 PNP TNXB PEPD NEBL SBSN GNAI2 HSPH1 RHOQ DSTN ALDOC NARS YWHAH CCDC180 ALAD RAB3A ITGA4 ECE1 ELANE VAMP8 VAMP5 SERPINF1 CFD C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 ATP6V1C2 SUSD2 ITGA1 HSPA13 CTSC PLAT SERPINE1 SIAE TNFRSF8 RTN4RL1 DOCK10 ABCC1 PFKP ABHD14B CLIC6 GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADH6 MARCKS HEXA ACTR3B SLC3A2 CSPG4 FBLN2 B2M MXRA8 ASAH1 BLMH PAICS SEC14L2 STX3 ARL3 RENBP COL1A2 HSPB1 CDK1 PSAT1 SPR PRXL2B FKBP5 LFNG PLOD3 ADAM10 CNKSR2 MGAT5 CAPZB ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT COL12A1 GSTO2 ANGPTL6 BST2 NPR3 EXT2 ANXA1 ADAMTS3 SHROOM2 PPIB CTSD TALDO1 FKBP4 NAPRT DAG1 GDF15 LAMA3 UGDH APOB MGAM PLA2G2A JADE2 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 PCDHGB5 SLC26A4 ANGPT1 CD82 MYO15A WNT5A SPP1 PKD2 UGGT1 CXCL12 CLU C7 CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L MAL2 PROS1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN CLIC5 GAS6 GAL3ST4 CST3 DYNC1H1 HSPA8 SOD3 WARS TPP1 TKT A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SPON2 COL15A1 STMN1 KRT7 COPS8 FAM3B NANS NME1 LAMB1 HPGD TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 AGO2 GRID1 LSP1 NAMPT C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 ZDHHC1 FLNA KRT33B TMED9 SAA2 MAN1C1 SCNN1A GPX4 OMD OGN KRT5 FTH1 TMEM98 SLC12A1 VIM AEBP1 SAA1 SDC1 MFGE8 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 ADGRG1 SEMA5A WNT3 PILRA H2AFZ KRT18 KRT8 FN1 FGR TNIK ECH1 CRISPLD1 TGFBI GMDS PATJ ISLR ATP1A2 SERPINA3 DDAH1 NPC2 PRNP CCL28 ZNHIT6 AQP1 COL6A3 CREB5 AHNAK PTGS1 CD14 FABP3 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 AMY2B TUBB4B GGACT TXN RARRES1 CAPN1 CD248 SLAMF1 BAIAP2L1 TARS DMBT1 MYH3 SERINC2 FIGNL1 C6 ALDH1A3 VMO1 HIST1H2BD SH3BGRL3 TINAGL1 HIST1H3E COL4A2 CD37 HIST1H4H FAT1 TGM1 OXSR1 LRP2 RAC2 F11R COL6A1 HSPA9 DNAJB9 DES ATAD2 AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 SLC2A3 CSTB PPIC ATP6V1B2 SNX18 TF CDH1 MLPH TMC4 AKR1C3 MMP7 PLS1 FURIN PTPRF THY1 ACTB FMNL1 TIAM2 ABCB1 COL6A2 ITGB3 SAT2 DERPC FSCN1 LAMA5 GMPPA GBP2 NCOA3 CD177 GREB1 MOGS FGL2 DOP1B GALM VASP GBP4 PTGR1 GNG2 LCAT GAPDH CFL1 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH RHOBTB3 GLRX PPM1L NID2 MYOF ITGB4 ITGB8 HNRNPA1 GPT LDHA RPL3 RTN4RL2 ENTPD1 PLPP1 RBP4 SERPINI1 PTPRC TUBA4A TMEM132A CD38 MYL6 THBS1 NDRG2 EPHB1 TGFBR3 ARRDC4 SMC2 PLOD2 ACOT11 TUBB1 XPNPEP2 TXNDC16 SYNE2 ST3GAL6 GPC1 HP WASL ALDH8A1 HNRNPA2B1 KRT10 RFTN1 SH3BGRL GCA C1RL AGT S100A4 KIAA1324 S100A16 GPLD1 SLC1A4 ALDH2 STEAP4 PROCR SLC44A2 MMP24 RAB3D SLPI PBLD SARS CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS GSTM2 CTSH FLNB ATP1B1 WNT7B PRKCH ITGB1 ATP2B1 TPM3 LTBP3 ARPC1B TFRC ENPEP NAAA NID1 GNB3 AGRN SEMA3C QPRT AARS SCRN2 GGH GPRC5A GAA TSPAN8 LGALS1 HEBP1 PROM2 HSPA2 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M LUM RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ ITM2C MYL12A GPX3 CTH PTPRJ COTL1 ITGAV MGP RACGAP1 MYH10 MELTF SLC1A1 SLC26A11 NUCB1 EMILIN1 CRISPLD2 TRHDE ARHGDIB PRCP CACNA2D1 FASN MARS CHI3L1 PTPRO BTG2 PRELP PECAM1 G6PD SLC37A2 TNFAIP3 CDH11 PTGDS PF4 CPNE8 SLC2A1 RAB3B PCLO P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 RAB29 C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 ENDOD1 APOC3 ACOT7 ROBO2 APOA1 PRDX4 KRT15 CACYBP KRT19 KRT9 ARMC9 KRT14 SECTM1 CLTCL1 KRT16 OLFML3 SLC7A5 PAPPA2 BAIAP2 MUC1 GSN HEXD SQSTM1 EDIL3 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB IDH2 ANGPTL1 KRT17 LRRK2 PRKCA IRF6 GALNT3 SELENBP1 COMP PGK1 CILP TUBB3 PACSIN2 PPFIA3 BCAM UGP2 DPP7 GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 TMEM52B JUP C11orf54 QSOX1 SLC11A2 PLCD1 APOE FAM3C CD9 KLKB1 PDGFC STOM GLUL S100A10 HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ANGPTL2 PHGDH AP2M1 CORO1A ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN ACTG1 HMCN1 LGALS3 BST1 LRRC15 CPM FCGBP
## 3815 GSTT2B PARD6B CYFIP2 ALDH1L2 CFB C2 GFRA1 TXNRD1 CRABP2 HSP90B1 HIST3H2A HIST1H3H HIST1H2BN HLA-B FAM20C DDAH2 HLA-E RPS9 B4GALT1 CALR RIDA CTSF SCIN SERPING1 PCNA CLEC3B FUCA1 PYGB SMPDL3A JCHAIN FABP5 CD70 EZR BBOX1 DSP TXNDC5 HSPA12A CYSTM1 SLC46A3 TUBB CTSB PCOLCE TAX1BP3 CTNS ALDH3B1 PLEKHA7 C3 PSMB8 HSPA1A PFKL PSMB9 PKD1 SERINC5 SLIT2 HSPG2 ACTC1 CARMIL1 CD44 LAMB2 YWHAQ RNH1 PGD PLAU GANAB NDRG3 MYH11 DBI GNPTG NEU1 SEC13 VCL EHD4 MIF LAMA4 ZG16B SDCBP ARSE CEMIP2 LY75 HLA-DRB1 PIP RUSC2 CAPN5 PGAM1 FLRT2 PRSS23 PKM FERMT3 NUCB2 RAB9A H2AFV GSTK1 VTN AKR1B1 HLA-A ACTA2 DDR1 TREH TUBB6 SMPD1 SOD2 RHOA ACAT2 TECTA GK LOXL4 GSTCD C4A SERPINE2 HSPE1 SOGA1 BGN LMAN1 TUBB2A HSPD1 F12 MXRA5 H2AFX IARS PLOD1 PNP TNXB PEPD NEBL SBSN GNAI2 HSPH1 RHOQ DSTN ALDOC NARS YWHAH CCDC180 ALAD RAB3A ITGA4 ECE1 ELANE VAMP8 VAMP5 SERPINF1 CFD C4B NPC1 GEMIN4 PDIA6 EPS8L2 TOM1L2 EFEMP1 ATP6V1C2 SUSD2 ITGA1 HSPA13 CTSC PLAT SERPINE1 SIAE TNFRSF8 RTN4RL1 DOCK10 ABCC1 PFKP ABHD14B CLIC6 GOT1 MEST WNT5B ADH5 CFI SLC4A4 ADH6 MARCKS HEXA ACTR3B SLC3A2 CSPG4 FBLN2 B2M MXRA8 ASAH1 BLMH PAICS SEC14L2 STX3 ARL3 RENBP COL1A2 HSPB1 CDK1 PSAT1 SPR PRXL2B FKBP5 LFNG PLOD3 ADAM10 CNKSR2 MGAT5 CAPZB ATP6V1C1 LTF STK26 GSTT2 EGF ACTN4 HNMT COL12A1 GSTO2 ANGPTL6 BST2 NPR3 EXT2 ANXA1 ADAMTS3 SHROOM2 PPIB CTSD TALDO1 FKBP4 NAPRT DAG1 GDF15 LAMA3 UGDH APOB MGAM PLA2G2A JADE2 PLEKHA1 CHST14 ACTG2 HTRA1 HPRT1 MYO1D RIMS2 GPI ATP6V0A4 CPQ ITIH3 VWA1 DNM1 IDUA SLC38A1 NEDD4L TPI1 ENO2 CYBRD1 GSR SLC2A5 PCDHGB5 SLC26A4 ANGPT1 CD82 MYO15A WNT5A SPP1 PKD2 UGGT1 CXCL12 CLU C7 CD74 HIST1H3B PPL GNPDA1 GPC4 RAB27B TAOK1 IGFBP7 SYT7 PTER TRMT10A GPD1L MAL2 PROS1 DPP4 SLC44A1 HIST1H2AC SELENOP LGMN CLIC5 GAS6 GAL3ST4 CST3 DYNC1H1 HSPA8 SOD3 WARS TPP1 TKT A1BG PDIA3 COL18A1 EIF3E ORM1 SIRPA ORM2 HYOU1 HIST1H2BC PODXL FAT4 SPON2 COL15A1 STMN1 KRT7 COPS8 FAM3B NANS NME1 LAMB1 HPGD TMEM256 ITGB2 ALDH7A1 MYH9 ALPL AXL APPL2 AGO2 GRID1 LSP1 NAMPT C2orf16 VCAM1 CKB ICAM1 IGFBP2 CKAP4 ZDHHC1 FLNA KRT33B TMED9 SAA2 MAN1C1 SCNN1A GPX4 OMD OGN KRT5 FTH1 TMEM98 SLC12A1 VIM AEBP1 SAA1 SDC1 MFGE8 GARS PDZK1IP1 ATP6V1G1 ADGRG2 ACLY ICAM3 EHD1 ADGRG1 SEMA5A WNT3 PILRA H2AFZ KRT18 KRT8 FN1 FGR TNIK ECH1 CRISPLD1 TGFBI GMDS PATJ ISLR ATP1A2 SERPINA3 DDAH1 NPC2 PRNP CCL28 ZNHIT6 AQP1 COL6A3 CREB5 AHNAK PTGS1 CD14 FABP3 THSD4 ADIRF MMRN2 RHOB LTBP2 PGM1 FBLN5 PLCB1 AMY2B TUBB4B GGACT TXN RARRES1 CAPN1 CD248 SLAMF1 BAIAP2L1 TARS DMBT1 MYH3 SERINC2 FIGNL1 C6 ALDH1A3 VMO1 HIST1H2BD SH3BGRL3 TINAGL1 HIST1H3E COL4A2 CD37 HIST1H4H FAT1 TGM1 OXSR1 LRP2 RAC2 F11R COL6A1 HSPA9 DNAJB9 DES ATAD2 AKR1C1 ACE CMBL CBR1 TOM1 ANXA6 SERPINB9 TNFSF10 SLC2A3 CSTB PPIC ATP6V1B2 SNX18 TF CDH1 MLPH TMC4 AKR1C3 MMP7 PLS1 FURIN PTPRF THY1 ACTB FMNL1 TIAM2 ABCB1 COL6A2 ITGB3 SAT2 DERPC FSCN1 LAMA5 GMPPA NCOA3 CD177 GREB1 MOGS FGL2 DOP1B GALM VASP PTGR1 GNG2 LCAT GAPDH CFL1 EFEMP2 APOD SCPEP1 CRYL1 BDH2 LBP TUBA1A HSPA6 CFH RHOBTB3 GLRX PPM1L NID2 MYOF ITGB4 ITGB8 HNRNPA1 GPT LDHA RPL3 RTN4RL2 ENTPD1 PLPP1 RBP4 SERPINI1 PTPRC TUBA4A TMEM132A CD38 MYL6 THBS1 NDRG2 EPHB1 TGFBR3 ARRDC4 SMC2 PLOD2 ACOT11 TUBB1 XPNPEP2 TXNDC16 SYNE2 ST3GAL6 GPC1 HP WASL ALDH8A1 HNRNPA2B1 KRT10 RFTN1 SH3BGRL GCA C1RL AGT S100A4 KIAA1324 S100A16 GPLD1 SLC1A4 ALDH2 STEAP4 PROCR SLC44A2 MMP24 RAB3D SLPI PBLD SARS CAMK4 CREG1 HIST2H4A PFAS HIST2H4B LIFR HIST2H2BE SLC1A5 SLC20A2 MYO1E RASSF9 MTMR11 GNB4 PPP2R1B SCARB1 FBLN1 C5orf46 ALCAM ACTR2 KPNB1 CSRP1 CPE PLSCR1 BLVRB NEDD4 COBLL1 WLS GSTM2 CTSH FLNB ATP1B1 WNT7B PRKCH ITGB1 ATP2B1 TPM3 LTBP3 ARPC1B TFRC ENPEP NAAA NID1 GNB3 AGRN SEMA3C QPRT AARS SCRN2 GGH GPRC5A GAA TSPAN8 LGALS1 HEBP1 PROM2 HSPA2 SPTBN4 VPS37C NAGA PRDX1 CSE1L A2M LUM RRAS ROBO4 P3H1 FSTL1 ACTN1 ECM1 WASF3 HIST4H4 H2AFJ ITM2C MYL12A GPX3 CTH PTPRJ COTL1 ITGAV MGP RACGAP1 MYH10 MELTF SLC1A1 SLC26A11 NUCB1 EMILIN1 CRISPLD2 TRHDE ARHGDIB PRCP CACNA2D1 FASN MARS CHI3L1 PTPRO BTG2 PRELP PECAM1 G6PD SLC37A2 TNFAIP3 CDH11 PTGDS CPNE8 SLC2A1 RAB3B PCLO P4HB AHCTF1 PACSIN3 GPRC5B CLIC3 ARSB RAB15 HSPA5 SMS ANPEP HEBP2 NAGLU DAAM2 FTL BHMT2 ASS1 RAB29 C5 KRT32 DLG1 SLC25A1 FUZ ST3GAL1 ENDOD1 APOC3 ACOT7 ROBO2 APOA1 PRDX4 KRT15 CACYBP KRT19 KRT9 ARMC9 KRT14 SECTM1 CLTCL1 KRT16 OLFML3 SLC7A5 PAPPA2 BAIAP2 MUC1 GSN HEXD SQSTM1 EDIL3 ERMN MID2 GNG7 NRAS VCP TMEM38A AOX1 C11orf52 CRYAB IDH2 ANGPTL1 KRT17 LRRK2 PRKCA IRF6 GALNT3 SELENBP1 COMP PGK1 CILP TUBB3 PACSIN2 PPFIA3 BCAM UGP2 DPP7 GNAL CDH13 APAF1 ALDOA ALOX15B PDZK1 TMEM52B JUP C11orf54 QSOX1 SLC11A2 PLCD1 APOE FAM3C CD9 KLKB1 PDGFC STOM GLUL S100A10 HRNR CD274 SFRP1 P2RX4 RAP2B LIN7A REXO5 FAM20A ANGPTL2 PHGDH AP2M1 CORO1A ARPC5 PSMD2 CAT ANXA2 NIBAN1 SHMT2 MME KALRN ACTG1 HMCN1 LGALS3 BST1 LRRC15 CPM FCGBP
## 243 LAMA2 EFNA5 HSPG2 LAMB2 LAMA4 PTN COL17A1 SERPINF1 ANG COL4A4 DAG1 LAMA3 COL4A3 LOXL2 VWA1 COL28A1 LOXL1 ADAMTS1 FBN1 COL18A1 COL15A1 COL4A6 COL8A2 LAMB1 ACAN MATN2 COL4A5 FN1 TNC TGFBI TIMP3 MMRN2 LAMA1 COL7A1 COL4A2 COL4A1 TMEFF1 CD151 APLP1 LAMA5 EFEMP2 NID2 SPARC COLQ FBLN1 SMOC1 NID1 CCDC80 AGRN THBS2 COL8A1 MEGF9 TMEFF2 DLG1 NTN1 NTN4 LAMB3 ITGA6 P3H2 LAMC2 ANXA2 COL5A1 HMCN1